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Varje delkorpus består av två eller fler varianter av samma texter (oftast uppsatser som skrivs av språkinlärare), där en version (orig) har skrivits av en författare (elev, student, etc.) och de andra versionerna (ref1, ref2, ...) är korrigerade versioner av samma text. Språk som ingår: tjeckiska, engelska, estniska, tyska, grekiska, isländska, italienska, lettiska, ryska, slovenska, svenska och ukrainska (engelska och ryska kan fås på begäran). Texter kommer från olika ursprungskorpusar, men har genomgått omformattering för att ha en gemensam format.","eng":"MultiGEC is a dataset for Grammatical Error Correction containing parallel data for 12 languages and 17 subcorpora. Each subcorpus contains two or more parallel versions of the same texts (typically, full learner essays), where one version (orig) is the one that the author originally wrote, and the others (ref1, ref2, ...) are corrected versions of the same text. Languages included: Czech, English, Estonian, German, Greek, Icelandic, Italian, Latvian, Russian, Slovene, Swedish and Ukrainian (English and Russian are available on request). Texts come from different original corpora, but are reformatted to a unified format."},"type":"corpus","trainingdata":true,"unlisted":false,"successors":[],"in_collections":["learner-language","swell"],"downloads":[],"interfaces":[{"url":"https://lt3.ugent.be/resources/multigec-dataset","license":{"id":"LicenseRef-Other","name":"Subject to Terms of Use","url":""}}],"standard_reference":"{publication 349074}","creators":["Masciolini, Arianna","Caines, Andrew","De Clercq, Orphée","Kruijsbergen, Joni","Kurfali, Murathan","Muñoz Sánchez, Ricardo","Volodina, Elena","Östling, Robert","Allkivi-Metsoja, Kais","Arhar Holdt, Špela","Auzina, Ilze","Darģis, Roberts","Drakonaki, Elena","Frey, Jennifer-Carmen","Glišić, Isidora","Kikilintza, Pinelopi","Nicolas, Lionel","Romanyshyn, Mariana","Rosen, Alexandr","Rozovskaya, Alla","Suluste, Kristjan","Syvokon, Oleksiy","Tantos, Alexandros","Touriki, Despoina-Ourania","Tsiotskas, Konstantinos","Tsourilla, Eleni","Varsamopoulos, Vassilis","Wisniewski, Katrin","Žagar, Aleš","Zesch, Torsten"],"contact_info":{"name":"Elena Volodina | Orphée De Clercq","email":"multigec@svenska.gu.se","affiliation":{"organization":"Språkbanken Text, Sweden | Ghent University, Belgium","email":"sb-info@svenska.gu.se"}},"annotation":{"swe":"För varje text finns en manuellt normaliserad (dvs. korrigerad) version. Ingen ytterligare annotering har utförts eller bevarats från källkorpusarna. För tre språk (isländska, tyska och ryska) består den första versionen av datamängden av förtokeniserade texter, som kommer att avtokeniseras i framtida versioner.","eng":"Each text is accompanied by a manually normalized version (i.e. corrected). No additional annotation has been performed or preserved from the source corpora. For three languages (Icelandic, German and Russian), the first version of the dataset consists of pre-tokenized texts, which will be detokenized in future releases."},"keywords":["grammatical error correction","language learning","essays","multilinguality"],"caveats":{"swe":"Datan är relativt homogena och består till största delen av fulltextuppsatser skrivna av andraspråkselever och deras rättade versioner. För vissa språk används dock texter som är skrivna av modersmåltalare eller heterogen data, och för vissa språk innehåller datamängden inte uppsatser i fulltext utan textfragment. Mer information om dessa aspekter finns på [spraakbanken.gu.se/en/compsla/multigec-dataset](https://spraakbanken.gu.se/en/compsla/multigec-dataset).","eng":"The data is relatively homogeneous, mostly consisting of full-text second language essays and their corrections. However, for some languages, native or heterogeneous data is used; and in certain languages the dataset does not contain full-text essays, but fragments of texts. Details on these aspects are provided on [spraakbanken.gu.se/en/compsla/multigec-dataset](https://spraakbanken.gu.se/en/compsla/multigec-dataset)"},"other_references":["{publication 349074}","[Dataset webpage](https://spraakbanken.github.io/multigec-2025/)","{publication 348546}","{publication 347102}"],"intended_uses":{"swe":"","eng":"Grammatical Error Correction, (Second) Language Acquisiton studies, Learner Corpus Research, Noisy User-produced Data, pedagogical cases"},"updated":"2025-01-19","doi":"10.23695/h9f5-8143","languages":[{"code":"ces","name":{"swe":"tjeckiska","eng":"Czech"}},{"code":"deu","name":{"swe":"tyska","eng":"German"}},{"code":"ell","name":{"swe":"modern greek (1453-)","eng":"Modern Greek (1453-)"}},{"code":"eng","name":{"swe":"engelska","eng":"English"}},{"code":"est","name":{"swe":"estniska","eng":"Estonian"}},{"code":"isl","name":{"swe":"isländska","eng":"Icelandic"}},{"code":"ita","name":{"swe":"italienska","eng":"Italian"}},{"code":"lav","name":{"swe":"lettiska","eng":"Latvian"}},{"code":"rus","name":{"swe":"ryska","eng":"Russian"}},{"code":"slv","name":{"swe":"slovenska","eng":"Slovenian"}},{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}},{"code":"ukr","name":{"swe":"ukrainska","eng":"Ukrainian"}}],"has_description":true},{"id":"multiged","name":{"swe":"MultiGED","eng":"MultiGED"},"short_description":{"swe":"MultiGED är en datamängd för Grammatical Error Detection (uppgift inom NLP) och innehåller data för 5 språk (tjeckiska, engelska, tyska, italienska och svenska).","eng":"MultiGEC is a dataset for Grammatical Error Detection (a task within NLP) containing data for 5 languages (Czech, English, German, Italian and Swedish). 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As such, it is intended to be a representative sample of the literature of the period as opposed to an all-encompassing one."},"other_references":[],"intended_uses":{"swe":"","eng":""},"updated":"2017-11-10","doi":"10.23695/ab3a-4543","languages":[{"code":"spa","name":{"swe":"spanska","eng":"Spanish"}}],"has_description":true},{"id":"openedges","name":{"swe":"OpenEDGeS","eng":"OpenEDGeS"},"short_description":{"swe":"En delmängd av korpusen EDGeS Diachronic Bible Corpus, som tillhandahålls under en publik licens. EDGeS är en diakron och synkron parallelkorpus med bibelöversättningar från 1300-talet till nutid.","eng":"The public license subset of the EDGeS Diachronic Bible Corpus, a diachronically and synchronically parallel corpus of Bible translations in Dutch,English, German and Swedish, with texts from the 14th century until today."},"type":"corpus","trainingdata":false,"unlisted":false,"successors":[],"size":{"tokens":19399149},"in_collections":[],"downloads":[{"url":"https://spraakbanken.gu.se/resurser/data/OpenEDGeS_v1.01.zip","format":"zip","description":"","license":{"id":"CC-BY-NC-SA-4.0","name":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","url":"https://spdx.org/licenses/CC-BY-NC-SA-4.0.html"},"size":127051513,"last-modified":"2024-01-25"},{"url":"https://spraakbanken.gu.se/resurser/data/OpenEDGeS_v1.0.0.zip","format":"","description":"","license":{"id":"LicenseRef-Other","name":"For license details of the previous versions, see the 'Read me.txt' file in the download.","url":""},"size":76434359,"last-modified":"2024-01-25"}],"interfaces":[],"creators":["Bouma, Gerlof","Coussé, Evie","Dijkstra, Trude","van der Sijs, Nicoline"],"contact_info":{"name":"Gerlof Bouma","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken","email":"sb-info@svenska.gu.se"}},"annotation":{"swe":"The parallel texts are supplied in two formats: a) as text files that contain a complete bible each, one verse per line, without headings or verse numbers, and b) as a collection of TSV files, one file per Bible book, which include headings and book-chapter-verse (BCV) identifiers.  Alignment information is supplied in TSV files, with each line listing aligned BCV identifiers.  To solve the problem of different Bibles organising the text in different ways, we created a number of virtual Bible books for a subset of the Bibles, before aligning verses. These virtual books reorganize individual books to follow the divisions of the pivot Nieuwe Bijbelvertaling. These virtual books are an additional annotation and the link to the original division is completely transparent. They are supplied in the archive to facilitate future alignment endeavours, and are formatted as TSV files.","eng":"Paralleltexterna kommer i två format: a) som textfil som innehåller hela bibeltexterna, en vers per rad, utan rubriker eller versnummer, och b) som en samling tsv-filer, en fil per bibelbok, där rubriker och bok-kapittel-vers (bkv) identiferare finns med.  Linjeringsinformationen levereras som tsv-filer, där varje rad innehåller linjerade bkv-identifierare.  För att lösa problemet att olika biblar kan organisera texten på olika sätt har vi ompaketerat enstaka böcker i såkallade virtuella böcker, så att de följer pivån Nieuwe Bijbelvertalings indelning, innan linjering. Denna omorganisering är en tilläggsannotation och länken till ursprungsindelningen är helt transparant. 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Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.baseform  # Baseform from Stanza\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token baseform=\"this\">This</token>\n<token baseform=\"be\">is</token>\n<token baseform=\"a\">a</token>\n<token baseform=\"corpus\">corpus</token>\n<token baseform=\"contain\">containing</token>\n<token baseform=\"some\">some</token>\n<token baseform=\"word\">words</token>\n<token baseform=\".\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/740q-4226","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-eng-msd-stanza-ufeats","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"Morfologisk analys för engelska baserad på Stanza","eng":"Stanza-based morphological analysis for English"},"short_description":{"swe":"Morfologisk analys för engelska med universal features (UD) baserad på Stanza","eng":"Stanza-based morphological analysis for English, using universal features (UD)"},"task":{"eng":"morphosyntactic tagging","swe":"morfosyntaktisk taggning"},"tagset":"[UD](https://universaldependencies.org/u/feat/index.html)","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.ufeats  # Universal morphological features\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token ufeats=\"Number=Sing|PronType=Dem\">This</token>\n<token ufeats=\"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin\">is</token>\n<token ufeats=\"Definite=Ind|PronType=Art\">a</token>\n<token ufeats=\"Number=Sing\">corpus</token>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/9bd6-bg35","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-eng-namedentity-stanza","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"Namnigenkänning för engelska med Stanza","eng":"Named entity recognition for English with Stanza"},"short_description":{"swe":"Namnigenkänning (NER) med Stanzas standardmodell för engelska","eng":"Named entity recognition with Stanza's standard model for English"},"task":{"eng":"named entity recognition","swe":"namnigenkänning"},"type":"analysis","example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- stanza.ne  # Named entity segments from Stanza\n- stanza.ne:stanza.ne_type  # Named entitiy types from Stanza\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>The</token>\n<ne ne_type=\"NORP\">\n  <token>Swedish</token>\n</ne>\n<token>chemist</token>\n<ne ne_type=\"PERSON\">\n  <token>Alfred</token>\n  <token>Bernhard</token>\n  <token>Nobel</token>\n</ne>\n<token>was</token>\n<token>born</token>\n<token>on</token>\n<ne ne_type=\"DATE\">\n  <token>21</token>\n  <token>October</token>\n  <token>1833</token>\n</ne>\n<token>in</token>\n<ne ne_type=\"GPE\">\n  <token>Stockholm</token>\n</ne>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/rfqw-9p16","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":true},{"id":"sbx-eng-pos-stanza","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"Ordklasstaggning med Stanza för engelska","eng":"Part-of-speech tagging with Stanza for English"},"short_description":{"swe":"Annotering av ordklasser (Penn Treebank-taggar) med Stanzas standardmodell för engelska","eng":"Part-of-speech annotation with Penn Treebank tags with Stanza's standard model for English"},"task":{"eng":"part-of-speech tagging","swe":"ordklasstaggning"},"tagset":"[Penn Treebank tagset](https://www.ling.upenn.edu/courses/Fall_2003/ling001/penn_treebank_pos.html)","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.pos  # Part-of-speech tags\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pos=\"DT\">This</token>\n<token pos=\"VBZ\">is</token>\n<token pos=\"DT\">a</token>\n<token pos=\"NN\">corpus</token>\n<token pos=\".\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/svfa-dj75","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-eng-pos-stanza-upos","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"UD-Ordklasstaggning med Stanza för engelska","eng":"UD part-of-speech tagging with Stanza for English"},"short_description":{"swe":"Annotering av UD-ordklasser (universal dependencies) med Stanzas standardmodell för engelska","eng":"Part-of-speech annotation with UD (universal dependency) tags with Stanza's standard model for English"},"task":{"eng":"part-of-speech tagging","swe":"ordklasstaggning"},"tagset":"[UD](https://universaldependencies.org/u/pos/)","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.upos  # Part-of-speeches in UD\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token upos=\"PRON\">This</token>\n<token upos=\"AUX\">is</token>\n<token upos=\"DET\">a</token>\n<token upos=\"NOUN\">corpus</token>\n<token upos=\"PUNCT\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/1jvw-1k41","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-eng-sentence-stanza","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"Meningssegmentering för engelska med Stanza","eng":"Sentence segmentation for English with Stanza"},"short_description":{"swe":"Meningssegmentering med Stanzas standardmodell för engelska","eng":"Sentence segmentation with Stanza's standard model for English"},"task":{"eng":"sentence segmentation","swe":"meningssegmentering"},"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- stanza.sentence  # Sentence segments\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>This</token>\n  <token>is</token>\n  <token>a</token>\n  <token>corpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>It</token>\n  <token>contains</token>\n  <token>multiple</token>\n  <token>sentences</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Here</token>\n  <token>comes</token>\n  <token>another</token>\n  <token>sentence</token>\n  <token>.</token>\n</sentence>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/mg2w-1935","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-eng-tokenization-stanza","tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"keywords":["stanza"],"other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020"],"models":[{"name":"Stanza standard model for English","url":"https://stanfordnlp.github.io/stanza/models.html"}],"created":"2022-08-10","updated":"2022-08-10","name":{"swe":"Tokenisering för engelska med Stanza","eng":"Tokenization for English with Stanza"},"short_description":{"swe":"Tokenisering med Stanzas standardmodell för engelska","eng":"Tokenization with Stanza's standard model for English"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- stanza.token  # Token segments\n```\n\nIn order to use this annotation you need to add the following settings to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: eng\n\nclasses:\n  token: stanza.token\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>This</token>\n<token>is</token>\n<token>a</token>\n<token>corpus</token>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/31v4-2a07","languages":[{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-mul-paragraph-sparv-blanklines","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Tomradssegmentering, stycken","eng":"Blanklines paragraph segmentation"},"short_description":{"swe":"Segmenterar text i stycken utifrån tomma rader med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into paragraphs by blank lines using the RegexpTokenizer from NLTK"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"paragraph","swe":"stycke"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.paragraph  # Paragraph segments\n```\n\nIn order to use this paragraph segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  paragraph_segmenter: blanklines\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<paragraph>\n  <sentence>\n    <token>Det</token>\n    <token>här</token>\n    <token>är</token>\n    <token>en</token>\n    <token>korpus</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n<paragraph>\n  <sentence>\n    <token>Den</token>\n    <token>har</token>\n    <token>flera</token>\n    <token>stycken</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/q26w-pb51","languages":[],"has_description":true},{"id":"sbx-mul-paragraph-sparv-linebreaks","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Radbrytningssegmentering, stycken","eng":"Linebreaks paragraph segmentation"},"short_description":{"swe":"Segmenterar text i stycken utifrån radbrytningar med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into paragraphs by linebreaks using the RegexpTokenizer from NLTK"},"task":{"eng":"paragraph segmentation","swe":"styckessegmentering"},"type":"analysis","analysis_unit":{"eng":"paragraph","swe":"stycke"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.paragraph  # Paragraph segments\n```\n\nIn order to use this paragraph segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  paragraph_segmenter: linebreaks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<paragraph>\n  <sentence>\n    <token>Det</token>\n    <token>här</token>\n    <token>är</token>\n    <token>en</token>\n    <token>korpus</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n<paragraph>\n  <sentence>\n    <token>Den</token>\n    <token>har</token>\n    <token>flera</token>\n    <token>stycken</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/gpyh-ch80","languages":[],"has_description":true},{"id":"sbx-mul-paragraph-sparv-whitespace","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Blankteckensegmentering, stycken","eng":"Blankspace paragraph segmentation"},"short_description":{"swe":"Segmenterar text i stycken utifrån blanktecken med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into paragraphs by whitespaces using the RegexpTokenizer from NLTK"},"task":{"eng":"paragraph segmentation","swe":"styckessegmentering"},"type":"analysis","analysis_unit":{"eng":"paragraph","swe":"stycke"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.paragraph  # Paragraph segments\n```\n\nIn order to use this paragraph segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  paragraph_segmenter: whitespace\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<paragraph>\n  <sentence>\n    <token>Det</token>\n    <token>här</token>\n    <token>är</token>\n    <token>en</token>\n    <token>korpus</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n<paragraph>\n  <sentence>\n    <token>Den</token>\n    <token>har</token>\n    <token>flera</token>\n    <token>stycken</token>\n    <token>.</token>\n  </sentence>\n</paragraph>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/4t83-fv19","languages":[],"has_description":true},{"id":"sbx-mul-sentence-sparv-blanklines","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Tomradssegmentering, meningar","eng":"Blanklines sentence segmentation"},"short_description":{"swe":"Segmenterar text i meningar utifrån tomma rader med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into sentences by blank lines using the RegexpTokenizer from NLTK"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.sentence  # Sentence segments\n```\n\nIn order to use this sentence segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  sentence_segmenter: blanklines\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>korpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Den</token>\n  <token>har</token>\n  <token>flera</token>\n  <token>meningar</token>\n  <token>.</token>\n</sentence>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/cad6-9y27","languages":[],"has_description":true},{"id":"sbx-mul-sentence-sparv-linebreaks","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Radbrytningssegmentering, meningar","eng":"Linebreaks sentence segmentation"},"short_description":{"swe":"Segmenterar text i meningar utifrån radbrytningar med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into sentences by linebreaks using the RegexpTokenizer from NLTK"},"task":{"eng":"sentence segmentation","swe":"meningssegmentering"},"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.sentence  # Sentence segments\n```\n\nIn order to use this sentence segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  sentence_segmenter: linebreaks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>korpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Den</token>\n  <token>har</token>\n  <token>flera</token>\n  <token>meningar</token>\n  <token>.</token>\n</sentence>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/nsqf-1w55","languages":[],"has_description":true},{"id":"sbx-mul-sentence-sparv-punctuation","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-09-21","name":{"swe":"Meningssegmentering utifrån skiljetecken","eng":"Sentence segmentation by punctuation"},"short_description":{"swe":"Segmenterar text i meningar utifrån skiljetecken med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into sentences by punctuation marks using the RegexpTokenizer from NLTK"},"task":{"eng":"sentence segmentation","swe":"meningssegmentering"},"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.sentence  # Sentence segments\n```\n\nIn order to use this sentence segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  sentence_segmenter: punctuation\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>korpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Den</token>\n  <token>har</token>\n  <token>flera</token>\n  <token>meningar</token>\n  <token>.</token>\n</sentence>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/hw05-gr91","languages":[],"has_description":true},{"id":"sbx-mul-sentence-sparv-whitespace","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Blankteckensegmentering, meningar","eng":"Blankspace sentence segmentation"},"short_description":{"swe":"Segmenterar text i meningar utifrån blanktecken med hjälp av NLTKs RegexpTokenizer","eng":"Segments text into sentences by whitespaces using the RegexpTokenizer from NLTK"},"task":{"eng":"sentence segmentation","swe":"meningssegmentering"},"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.sentence  # Sentence segments\n```\n\nIn order to use this sentence segmenter you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  sentence_segmenter: whitespace\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>korpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Den</token>\n  <token>har</token>\n  <token>flera</token>\n  <token>meningar</token>\n  <token>.</token>\n</sentence>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/d064-0046","languages":[],"has_description":true},{"id":"sbx-mul-tokenization-sparv-blanklines","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Tomradstokenisering","eng":"Blanklines tokenization"},"short_description":{"swe":"Tokeniserar text utifrån tomma rader med hjälp av NLTKs RegexpTokenizer","eng":"Tokenizes text into tokens by blank lines using the RegexpTokenizer from NLTK"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.token  # Token segments\n```\n\nIn order to use this tokenizer you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  token_segmenter: blanklines\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>Det</token>\n<token>här</token>\n<token>är</token>\n<token>en</token>\n<token>korpus</token>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/x2k9-ey19","languages":[],"has_description":true},{"id":"sbx-mul-tokenization-sparv-linebreaks","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Radbrytningstokenisering","eng":"Linebreaks tokenization"},"short_description":{"swe":"Tokeniserar text utifrån radbrytningar med hjälp av NLTKs RegexpTokenizer","eng":"Tokenizes text into tokens by linebreaks using the RegexpTokenizer from NLTK"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.token  # Token segments\n```\n\nIn order to use this tokenizer you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  token_segmenter: linebreaks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>Det</token>\n<token>här</token>\n<token>är</token>\n<token>en</token>\n<token>korpus</token>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/8xw0-gz89","languages":[],"has_description":true},{"id":"sbx-mul-tokenization-sparv-whitespace","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Blankteckentokenisering","eng":"Blankspace tokenization"},"short_description":{"swe":"Tokeniserar text utifrån blanktecken med hjälp av NLTKs RegexpTokenizer","eng":"Tokenizes text into tokens by whitespaces using the RegexpTokenizer from NLTK"},"task":{"eng":"tokenization","swe":"tokenisering"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.token  # Token segments\n```\n\nIn order to use this tokenizer you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nsegment:\n  token_segmenter: whitespace\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>Det</token>\n<token>här</token>\n<token>är</token>\n<token>en</token>\n<token>korpus</token>\n<token>.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/anbf-sz10","languages":[],"has_description":true},{"id":"sbx-swe-abortion_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Identifiera inställningen gentemot abort","eng":"Identify the stance towards abortion"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Argumentation sentences 1.0 topic='abortion'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.abortion_stance  # None\n- <sentence>:sbx_superlim.abortion_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/p09g-ae32","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-cloning_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Identifiera inställningen gentemot kloning","eng":"Identify the stance towards cloning"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Argumentation sentences 1.0 topic='cloning'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.cloning_stance  # None\n- <sentence>:sbx_superlim.cloning_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/85kd-ry74","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-compound-sparv-saldolemgram","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Sammansättningsanalys med hjälp av SALDO-lemgram","eng":"Compound analysis using SALDO lemgrams"},"short_description":{"swe":"Analys av sammansatta SALDO-lemgram inklusive sannolikhetsrankning","eng":"Analysis of SALDO lemgram compounds including a probability ranking"},"task":{"eng":"compound analysis","swe":"sammansättningsanalys"},"keywords":["saldo"],"created":"2018-03-28","updated":"2020-07-09","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.complemgram  # Compound analysis using lemgrams\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token complemgram=\"|\">Språkbanken</token>\n<token complemgram=\"|\">Text</token>\n<token complemgram=\"|\">är</token>\n<token complemgram=\"|\">en</token>\n<token complemgram=\"|forskning..nn.1+infrastruktur..nn.1:8.476e-13|\">forskningsinfrastruktur</token>\n<token complemgram=\"|\">för</token>\n<token complemgram=\"|\">språkliga</token>\n<token complemgram=\"|\">data</token>\n<token complemgram=\"|\">och</token>\n<token complemgram=\"|\">en</token>\n<token complemgram=\"|språk..nn.1+teknologisk..av.1:6.726e-13|språka..vb.1+teknologisk..av.1:4.035e-23|\">språkteknologisk</token>\n<token complemgram=\"|forskning..nn.1+enhet..nn.1:9.033e-13|\">forskningsenhet</token>\n<token complemgram=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/74z6-tk60","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-compound-sparv-saldowords","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Sammansättningsanalys med hjälp av SALDO-ordformer","eng":"Compound analysis using SALDO wordforms"},"short_description":{"swe":"Analys av sammansatta SALDO-ordformer","eng":"Analysis of SALDO wordform compounds"},"task":{"eng":"compound analysis","swe":"sammansättningsanalys"},"keywords":["saldo"],"created":"2018-03-28","updated":"2020-07-09","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.compwf  # Compound analysis using wordforms\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token compwf=\"|\">Språkbanken</token>\n<token compwf=\"|\">Text</token>\n<token compwf=\"|\">är</token>\n<token compwf=\"|\">en</token>\n<token compwf=\"|forsknings+infrastruktur|\">forskningsinfrastruktur</token>\n<token compwf=\"|\">för</token>\n<token compwf=\"|\">språkliga</token>\n<token compwf=\"|\">data</token>\n<token compwf=\"|\">och</token>\n<token compwf=\"|\">en</token>\n<token compwf=\"|språk+teknologisk|\">språkteknologisk</token>\n<token compwf=\"|forsknings+enhet|\">forskningsenhet</token>\n<token compwf=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/w46y-cs57","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-correct_swedish-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Avgör om en mening är korrekt svenska eller inte","eng":"Determine whether a sentence is correct Swedish or not"},"task":{"eng":"grammaticality judgment","swe":"grammatikalitetsbedömning"},"models":[{"name":"DaLAJ-GED-Superlim 2.0","url":"https://spraakbanken.gu.se/resurser/dalaj-ged-superlim","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.dalaj-ged.label  # None\n- <sentence>:sbx_superlim.dalaj-ged.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence dalaj-ged.certainty=\"0.8721855878829956\" dalaj-ged.label=\"correct\">\n  <token>Ett</token>\n  <token>öppet</token>\n  <token>Sverige</token>\n  <token>Vi</token>\n  <token>lever</token>\n  <token>i</token>\n  <token>en</token>\n  <token>orolig</token>\n  <token>tid</token>\n  <token>,</token>\n  <token>där</token>\n  <token>människor</token>\n  <token>tvingas</token>\n  <token>fly</token>\n  <token>för</token>\n  <token>sina</token>\n  <token>liv</token>\n  <token>från</token>\n  <token>krig</token>\n  <token>och</token>\n  <token>förtryck</token>\n  <token>.</token>\n</sentence>\n<sentence dalaj-ged.certainty=\"0.8851249814033508\" dalaj-ged.label=\"incorrect\">\n  <token>Inte</token>\n  <token>sedan</token>\n  <token>Andra</token>\n  <token>världskriget</token>\n  <token>har</token>\n  <token>så</token>\n  <token>många</token>\n  <token>människor</token>\n  <token>varit</token>\n  <token>på</token>\n  <token>flykt</token>\n  <token>.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/70ky-gs30","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-death_penalty_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Identifiera inställningen gentemot dödsstraff","eng":"Identify the stance towards death penalty"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Argumentation sentences 1.0 topic='death_penalty'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.death_penalty_stance  # None\n- <sentence>:sbx_superlim.death_penalty_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/s9nb-8125","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-dependency-malt-treebank","name":{"swe":"Dependensparsning med MaltParser","eng":"Dependency parsing with MaltParser"},"short_description":{"swe":"Svensk dependensparsning tränad på Svensk trädbank baserad på MaltParser","eng":"Swedish dependency parsing from MaltParser trained on Sweedish treebank"},"task":{"eng":"dependency parsing","swe":"dependensparsning"},"standard_reference":"Joakim Nivre, Johan Hall, and Jens Nilsson. 2006. MaltParser: A Data-Driven Parser-Generator for Dependency Parsing.\nIn Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy.\nEuropean Language Resources Association (ELRA).","other_references":["Maltparser: https://www.maltparser.org/download.html","https://aclanthology.org/2021.nodalida-main.20/"],"tools":[{"name":"Maltparser","url":"https://www.maltparser.org/"}],"models":[{"name":"Swemalt","url":"https://www.maltparser.org/mco/swedish_parser/swemalt.html"}],"trained_on":"[Svensk trädbank (the TalbankenSTB part)](https://spraakbanken.gu.se/resurser/sv-treebank)","tagset":"[MambaDep](https://svn.spraakdata.gu.se/sb-arkiv/pub/mamba.html)","evaluation_results":"Labelled Attachment Score 0.78 (using the TalbankenSBX train-dev-test split)","created":"2010-12-15","updated":"2021-06-01","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:malt.ref  # Token IDs relative to their sentences\n- <token>:malt.dephead_ref  # Sentence-relative positions of the dependency heads\n- <token>:malt.deprel  # Dependency relations to the head\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token dephead_ref=\"4\" deprel=\"SS\" ref=\"1\">Alfred</token>\n<token dephead_ref=\"1\" deprel=\"HD\" ref=\"2\">Bernhard</token>\n<token dephead_ref=\"1\" deprel=\"HD\" ref=\"3\">Nobel</token>\n<token deprel=\"ROOT\" ref=\"4\">var</token>\n<token dephead_ref=\"8\" deprel=\"DT\" ref=\"5\">en</token>\n<token dephead_ref=\"8\" deprel=\"AT\" ref=\"6\">svensk</token>\n<token dephead_ref=\"8\" deprel=\"CJ\" ref=\"7\">kemist</token>\n<token dephead_ref=\"9\" deprel=\"DT\" ref=\"8\">och</token>\n<token dephead_ref=\"4\" deprel=\"SP\" ref=\"9\">stiftare</token>\n<token dephead_ref=\"9\" deprel=\"ET\" ref=\"10\">av</token>\n<token dephead_ref=\"10\" deprel=\"PA\" ref=\"11\">Nobelpriset</token>\n<token dephead_ref=\"4\" deprel=\"IP\" ref=\"12\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/8j49-fp81","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-dependency-stanza-stanzasynt","keywords":["stanza"],"tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"trained_on":"[TalbankenSBX](https://spraakbanken.gu.se/resurser/talbanken)","other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020","SUC3: https://spraakbanken.gu.se/en/resources/suc3","TalbankenSBX: https://spraakbanken.gu.se/en/blog/20200609-the-five-lives-of-talbanken","SIC2: https://spraakbanken.gu.se/en/resources/sic2"],"tagset":"[MambaDep](https://svn.spraakdata.gu.se/sb-arkiv/pub/mamba.html)","evaluation_results":"A model trained on TalbankenSBX_train and validated on TalbankenSBX_dev yields Labelled Attachment Score of 84.48 on\nTalbankenSBX_test.","caveats":{"swe":"","eng":""},"intended_uses":{"swe":"","eng":""},"created":"2020-12-07","updated":"2022-08-10","name":{"swe":"Dependensparsning med Stanza","eng":"Dependency parsing with Stanza"},"short_description":{"swe":"Svensk dependensparsning tränad på Svensk trädbank med Stanza","eng":"Swedish dependency parsing with Stanza trained on Sweedish treebank"},"task":{"eng":"dependency parsing","swe":"dependensparsning"},"models":[{"name":"Stanzasynt","url":"https://spraakbanken.gu.se/resurser/stanzasynt","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.dephead_ref  # Sentence-relative positions of the dependency heads\n- <token>:stanza.deprel  # Dependency relations to the head\n- <token>:stanza.ref  # Token IDs relative to their sentences\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token dephead_ref=\"3\" deprel=\"SS\" ref=\"1\">Det</token>\n<token dephead_ref=\"1\" deprel=\"HD\" ref=\"2\">här</token>\n<token deprel=\"ROOT\" ref=\"3\">är</token>\n<token dephead_ref=\"5\" deprel=\"DT\" ref=\"4\">en</token>\n<token dephead_ref=\"3\" deprel=\"SP\" ref=\"5\">korpus</token>\n<token dephead_ref=\"3\" deprel=\"IP\" ref=\"6\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/v6s0-be16","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-emotion_sentence-transformers-kblab_emotional_classification","task":{"eng":"emotional analysis","swe":"emotionell analys"},"type":"analysis","keywords":["transformers","kb-lab"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/emotional-classification","url":"https://huggingface.co/KBLab/emotional-classification","description":"This is a [SetFit](https://github.com/huggingface/setfit) model that can\nbe used for classification of emotions in Swedish text. The model supports\nseven basic emotions.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"creators":["KB-Labb"],"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-emotions-kb-emoclass"],"created":"2025-10-17","updated":"2025-10-24","short_description":{"swe":"Känsloanalys på meningsnivå mha KBLab/emotional-classification","eng":"Emotional analysis at sentence level with KBLab/emotional-classification"},"analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_emotions_kb_emoclass.emotion--kb-emoclass  # Emotional analysis of sentence with KBLab/emotional-classification\n```\n\nYou also need to install the following plugin: *[sbx_emotions_kb_emoclass](https://pypi.org/project/sparv-sbx-emotions-kb-emoclass)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence emotion--kb-emoclass=\"SADNESS/DISAPPOINTMENT\">\n  <token pos=\"PN\">Jag</token>\n  <token pos=\"VB\">är</token>\n  <token pos=\"PC\">förvånad</token>\n  <token pos=\"MID\">,</token>\n  <token pos=\"PC\">chockad</token>\n  <token pos=\"KN\">och</token>\n  <token pos=\"PC\">bestört</token>\n  <token pos=\"PP\">över</token>\n  <token pos=\"PN\">det</token>\n  <token pos=\"AB\">här</token>\n  <token pos=\"MID\">,</token>\n  <token pos=\"VB\">säger</token>\n  <token pos=\"PM\">Anders</token>\n  <token pos=\"PM\">Persson</token>\n  <token pos=\"PP\">till</token>\n  <token pos=\"PM\">SVT</token>\n  <token pos=\"PM\">Nyheter</token>\n  <token pos=\"PM\">Småland</token>\n  <token pos=\"MAD\">.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/bn3b-ht45","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-emotions_sentence-transformers-kblab_brighter","short_description":{"swe":"En Sparv-plugin för klassificering av känslor på meningsnivå.","eng":"A Sparv plugin for multi-class emotion classification on sentence-level."},"type":"analysis","task":{"eng":"multi-class emotion classification","swe":"flerkategorisk emotionsklassificering"},"analysis_unit":{"eng":"sentence","swe":"mening"},"models":[{"url":"https://huggingface.co/sbx/KB-bert-base-swedish-cased_emotions_brighter"}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_emotions_brighter.emotion  # Emotions found in sentence\n```\n\nYou also need to install the following plugin: *[sbx_emotions_brighter](https://github.com/spraakbanken/sparv-sbx-emotions-brighter)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence emotion=\"|anger,0.96|disgust,0.96|surprise,0.38|sadness,0.19|fear,0.12|\">\n  <token>Den</token>\n  <token>här</token>\n  <token>produkten</token>\n  <token>lever</token>\n  <token>inte</token>\n  <token>alls</token>\n  <token>upp</token>\n  <token>till</token>\n  <token>standard</token>\n  <token>,</token>\n  <token>skäms</token>\n  <token>!</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/27bv-m492","languages":[],"has_description":true},{"id":"sbx-swe-geotagcontext-sparv","task":{"eng":"geotagging","swe":"geotaggning"},"models":[{"name":"GeoNames","url":"https://www.geonames.org/"}],"created":"2018-05-28","updated":"2022-05-18","name":{"swe":"Geotaggning av platsnamn från kontext","eng":"Geotagging of place names from context"},"short_description":{"swe":"Annotering av texter med platsinformation, baserad på platser som finns i texten","eng":"Annotate text chunks with location data, based on locations contained within the text"},"type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:geo.geo_context  # Geographical places with coordinates\n- <paragraph>:geo.geo_context  # Geographical places with coordinates\n- <sentence>:geo.geo_context  # Geographical places with coordinates\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text geo_context=\"|Göteborg;SE;57.70716;11.96679|Torslanda;SE;57.72432;11.77013|\">\n  <paragraph geo_context=\"|Torslanda;SE;57.72432;11.77013|Göteborg;SE;57.70716;11.96679|\">\n    <sentence geo_context=\"|Göteborg;SE;57.70716;11.96679|Torslanda;SE;57.72432;11.77013|\">\n      <token>Varje</token>\n      <token>tisdag</token>\n      <token>kommer</token>\n      <token>en</token>\n      <token>leverans</token>\n      <token>av</token>\n      <token>lådor</token>\n      <token>med</token>\n      <token>matsvinn</token>\n      <token>från</token>\n      <token>Ica</token>\n      <token>Maxi</token>\n      <token>i</token>\n      <token>Torslanda</token>\n      <token>till</token>\n      <token>förskolan</token>\n      <token>i</token>\n      <token>Göteborg</token>\n      <token>.</token>\n    </sentence>\n  </paragraph>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/tmh1-4e30","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-geotagmetadata-sparv","task":{"eng":"geotagging","swe":"geotaggning"},"models":[{"name":"GeoNames","url":"https://www.geonames.org/"}],"created":"2018-05-28","updated":"2022-05-18","name":{"swe":"Geotagging av platsnamn från metadata","eng":"Geotagging of place names from metadata"},"short_description":{"swe":"Annotering av texter med platsinformation, baserad på platser som finns i texten","eng":"Annotate text chunks with location data, based on metadata containing location names"},"type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:geo.geo_metadata  # Geographical places with coordinates\n```\n\nIn order to use this annotation you need to tell Sparv where to look for the geographic metadata. If, for example,\nyour corpus looks like this:\n```xml\n<text author_location=\"Göteborg\">Det var då änna bösigt i bamban!</text>\n```\nand you would like to use `author_location` as input for your annotation you need to add the following setting to your\nSparv corpus configuration file:\n```yaml\ngeo:\n  metadata_source: text:author_location\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text author_location=\"Göteborg\" geo_metadata=\"|Göteborg;SE;57.70716;11.96679|\">\n  <token>Det</token>\n  <token>var</token>\n  <token>då</token>\n  <token>änna</token>\n  <token>bösigt</token>\n  <token>i</token>\n  <token>bamban</token>\n  <token>!</token>\n</text>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/ww94-t305","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-lemgram-sparv-saldo","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Annotering av SALDO-lemgram","eng":"Annotation of SALDO lemgrams"},"short_description":{"swe":"Uppslagning som ger SALDO-lemgram","eng":"Lookup for SALDO lemgrams"},"task":{"eng":"lexical lookup","swe":"lexikala uppslag"},"keywords":["saldo"],"created":"2010-12-15","updated":"2018-03-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.lemgram  # SALDO lemgrams\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token lemgram=\"|den..pn.1|den_här..pnm.1|\">Det</token>\n<token lemgram=\"|här..ab.1|den_här..pnm.1:1|\">här</token>\n<token lemgram=\"|vara..vb.1|\">är</token>\n<token lemgram=\"|en..al.1|\">en</token>\n<token lemgram=\"|korpus..nn.1|\">korpus</token>\n<token lemgram=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/hq2f-yg65","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-lemmatization-sparv-saldo","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Annotering av SALDO-grundformer","eng":"Annotation of SALDO citation forms (base forms, lemmas)"},"short_description":{"swe":"Fullformsuppslagning som ger SALDO-grundformer","eng":"Full-form lookup for SALDO citation forms (lemmas)"},"task":{"eng":"lemmatization","swe":"lemmatisering"},"keywords":["saldo"],"created":"2010-12-15","updated":"2018-03-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.baseform  # Baseforms from SALDO\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token baseform=\"|vi|\">Vi</token>\n<token baseform=\"|skola|\">ska</token>\n<token baseform=\"|köra|\">köra</token>\n<token baseform=\"|den|en|den här|\">den</token>\n<token baseform=\"|här|den här:4|\">här</token>\n<token baseform=\"|\">clownbilen</token>\n<token baseform=\"|till|\">till</token>\n<token baseform=\"|cirkus|\">cirkusen</token>\n<token baseform=\"|\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/vnrq-tk40","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-lemmatization-sparv-saldo2","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Annotering av SALDO-grundformer (utökade)","eng":"Annotation of SALDO citation forms (base forms, lemmas) (extended)"},"short_description":{"swe":"SALDO-grundformer plus analys av sammansättningar bestående av SALDO-ingångar","eng":"Full-form lookup for SALDO citation forms (lemmas) plus analysis of compounds made up of SALDO entries"},"task":{"eng":"lemmatization","swe":"lemmatisering"},"keywords":["saldo"],"created":"2018-03-28","updated":"2020-01-15","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.baseform2  # Baseform including baseforms derived from compounds\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token baseform=\"|den|den här|\">Det</token>\n<token baseform=\"|här|den här:1|\">här</token>\n<token baseform=\"|vara|\">är</token>\n<token baseform=\"|en|\">en</token>\n<token baseform=\"|korpus|\">korpus</token>\n<token baseform=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/x1zb-cr86","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-lemmatization-stanza-stanzalem","keywords":["stanza"],"tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3)","other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020","SUC3: https://spraakbanken.gu.se/en/resources/suc3"],"tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","evaluation_results":"Accuracy = 0.99","caveats":{"swe":"","eng":""},"intended_uses":{"swe":"","eng":""},"created":"2020-12-07","updated":"2022-08-10","name":{"swe":"SUC3-grundformanalys med Stanza","eng":"SUC3-citation form analysis with Stanza"},"short_description":{"swe":"Annotering av grundformer (lemman) med Stanza för svenska tränat på SUC3","eng":"Swedish citation form analysis (base forms, lemmas) by Stanza, trained on SUC3"},"task":{"eng":"lemmatization","swe":"lemmatisering"},"models":[{"name":"Stanzalem","url":"https://spraakbanken.gu.se/resurser/stanzalem","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.baseform  # Baseform from Stanza\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token baseform=\"det\">Det</token>\n<token baseform=\"här\">här</token>\n<token baseform=\"vara\">är</token>\n<token baseform=\"en\">en</token>\n<token baseform=\"korpus\">korpus</token>\n<token baseform=\".\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/xf1y-2g97","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-lexical_classes_text-sparv-blingbring","task":{"eng":"lexical classes","swe":"lexikala klasser"},"trained_on":"Reference corpora for relative frequencies: [Göteborgsposten 2008](https://spraakbanken.gu.se/resurser/gp2008), [SUC\n3.0](https://spraakbanken.gu.se/resurser/suc3), [Bonniersromaner I\n(1976–77)](https://spraakbanken.gu.se/resurser/romi)","updated":"2017-09-21","standard_reference":"[Lars Borin, Luis Nieto Piña, Richard Johansson (2015): Here be dragons? The perils and promises of inter-resource lexical-semantic mapping, in Linköping Electronic Conference Proceedings. Semantic resources and semantic annotation for Natural Language Processing and the Digital Humanities. Workshop at NODALIDA , May 11, 13-18 2015, Vilnius, volume 112, pages 1-11](https://gup.ub.gu.se/publication/217351)","other_references":["[Lars Borin, Jens Allwood, Gerard de Melo (2014): Bring vs. MTRoget: Evaluating automatic thesaurus translation, in Proceedings of LREC 2014, May 26-31, 2014 Reykjavik, Iceland](https://gup.ub.gu.se/publication/198549)"],"tagset":"[Blingbring](https://spraakbanken.gu.se/resurser/blingbring)","models":[{"name":"Blingbring frequency model","url":"https://github.com/spraakbanken/sparv-models/blob/master/lexical_classes/blingbring.freq.gp2008%2Bsuc3%2Bromi.pickle"}],"name":{"swe":"Lexikala klasser från Blingbring, textnivå","eng":"Lexical classes from Blingbring, text-level"},"short_description":{"swe":"Lexikala klasser från Blingbring på textnivå","eng":"Lexical classes from Blingbring on text-level"},"created":"2017-09-06","type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:lexical_classes.blingbring  # Lexical classes for text chunks from Blingbring\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text blingbring=\"|brunt:352.54|uttryckslöshet:140.741|rött:135.333|\">\n  <token>Rödräv</token>\n  <token>eller</token>\n  <token>vanlig</token>\n  <token>räv</token>\n  <token>är</token>\n  <token>ett</token>\n  <token>hunddjur</token>\n  <token>och</token>\n  <token>den</token>\n  <token>mest</token>\n  <token>förekommande</token>\n  <token>arten</token>\n  <token>i</token>\n  <token>rävsläktet</token>\n  <token>.</token>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/5qa6-gc38","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-lexical_classes_text-sparv-swefn","task":{"eng":"lexical classes","swe":"lexikala klasser"},"trained_on":"Reference corpora for relative frequencies: [Göteborgsposten 2008](https://spraakbanken.gu.se/resurser/gp2008), [SUC\n3.0](https://spraakbanken.gu.se/resurser/suc3), [Bonniersromaner I\n(1976–77)](https://spraakbanken.gu.se/resurser/romi)","updated":"2017-09-21","standard_reference":"[Dana Dannélls, Lars Borin, Karin Friberg Heppin (2021): The Swedish FrameNet++ Harmonization, integration, method development and practical language technology applications](https://gup.ub.gu.se/publication/310036)","other_references":["Dana Dannélls, Lars Borin, Karin Friberg Heppin (2021): The Swedish FrameNet++ Harmonization, integration, method development and practical language technology applications. John Benjamins: Amsterdam, Philadelphia. ISBN 978 90 272 5848 9."],"tagset":"[Swedish FrameNet (SweFN)](https://spraakbanken.gu.se/resurser/swefn)","models":[{"name":"Frequency model","url":"https://github.com/spraakbanken/sparv-models/blob/master/lexical_classes/swefn.freq.gp2008%2Bsuc3%2Bromi.pickle"}],"name":{"swe":"Lexikala klasser från SweFN, textnivå","eng":"Lexical classes from SweFN, text-level"},"short_description":{"swe":"Lexikala klasser från SweFN på textnivå","eng":"Lexical classes from SweFN on text-level"},"created":"2017-09-21","type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:lexical_classes.swefn  # Lexical classes for text chunks from SweFN\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text swefn=\"|Type:149.863|Animals:137.544|Typicality:107.808|\">\n  <token>Rödräv</token>\n  <token>eller</token>\n  <token>vanlig</token>\n  <token>räv</token>\n  <token>är</token>\n  <token>ett</token>\n  <token>hunddjur</token>\n  <token>och</token>\n  <token>den</token>\n  <token>mest</token>\n  <token>förekommande</token>\n  <token>arten</token>\n  <token>i</token>\n  <token>rävsläktet</token>\n  <token>.</token>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/befp-ta64","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-lexical_classes_token-sparv-blingbring","task":{"eng":"lexical classes","swe":"lexikala klasser"},"trained_on":"Reference corpora for relative frequencies: [Göteborgsposten 2008](https://spraakbanken.gu.se/resurser/gp2008), [SUC\n3.0](https://spraakbanken.gu.se/resurser/suc3), [Bonniersromaner I\n(1976–77)](https://spraakbanken.gu.se/resurser/romi)","updated":"2017-09-21","standard_reference":"[Lars Borin, Luis Nieto Piña, Richard Johansson (2015): Here be dragons? The perils and promises of inter-resource lexical-semantic mapping, in Linköping Electronic Conference Proceedings. Semantic resources and semantic annotation for Natural Language Processing and the Digital Humanities. Workshop at NODALIDA , May 11, 13-18 2015, Vilnius, volume 112, pages 1-11](https://gup.ub.gu.se/publication/217351)","other_references":["[Lars Borin, Jens Allwood, Gerard de Melo (2014): Bring vs. MTRoget: Evaluating automatic thesaurus translation, in Proceedings of LREC 2014, May 26-31, 2014 Reykjavik, Iceland](https://gup.ub.gu.se/publication/198549)"],"tagset":"[Blingbring](https://spraakbanken.gu.se/resurser/blingbring)","models":[{"name":"Blingbring frequency model","url":"https://github.com/spraakbanken/sparv-models/blob/master/lexical_classes/blingbring.freq.gp2008%2Bsuc3%2Bromi.pickle"}],"name":{"swe":"Lexikala klasser från Blingbring, tokennivå","eng":"Lexical classes from Blingbring, token-level"},"short_description":{"swe":"Lexikala klasser från Blingbring på tokennivå","eng":"Lexical classes from Blingbring on token-level"},"created":"2017-09-05","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:lexical_classes.blingbring  # Lexical classes for tokens from Blingbring\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token blingbring=\"|\">Rödräv</token>\n<token blingbring=\"|\">eller</token>\n<token blingbring=\"|allmännelighet|antaglighet|betydelselöshet|enhetlighet|enkelhet|medelmåttighet|upprepning|uttryckslöshet|vana|vanlighet|överensstämmelse|\">vanlig</token>\n<token blingbring=\"|brunt|djur|rött|slughet|\">räv</token>\n<token blingbring=\"|förtid|långvarighet|varaktighet|\">är</token>\n<token blingbring=\"|\">ett</token>\n<token blingbring=\"|\">hunddjur</token>\n<token blingbring=\"|\">och</token>\n<token blingbring=\"|\">den</token>\n<token blingbring=\"|allmännelighet|betydenhet|flerhet|jämförelse|mängd|upprepning|vanlighet|\">mest</token>\n<token blingbring=\"|\">förekommande</token>\n<token blingbring=\"|benämning|klass|tillstånd|\">arten</token>\n<token blingbring=\"|\">i</token>\n<token blingbring=\"|\">rävsläktet</token>\n<token blingbring=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/0jyd-t090","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-lexical_classes_token-sparv-swefn","task":{"eng":"lexical classes","swe":"lexikala klasser"},"trained_on":"Reference corpora for relative frequencies: [Göteborgsposten 2008](https://spraakbanken.gu.se/resurser/gp2008), [SUC\n3.0](https://spraakbanken.gu.se/resurser/suc3), [Bonniersromaner I\n(1976–77)](https://spraakbanken.gu.se/resurser/romi)","updated":"2017-09-21","standard_reference":"[Dana Dannélls, Lars Borin, Karin Friberg Heppin (2021): The Swedish FrameNet++ Harmonization, integration, method development and practical language technology applications](https://gup.ub.gu.se/publication/310036)","other_references":["Dana Dannélls, Lars Borin, Karin Friberg Heppin (2021): The Swedish FrameNet++ Harmonization, integration, method development and practical language technology applications. John Benjamins: Amsterdam, Philadelphia. ISBN 978 90 272 5848 9."],"tagset":"[Swedish FrameNet (SweFN)](https://spraakbanken.gu.se/resurser/swefn)","models":[{"name":"Frequency model","url":"https://github.com/spraakbanken/sparv-models/blob/master/lexical_classes/swefn.freq.gp2008%2Bsuc3%2Bromi.pickle"}],"name":{"swe":"Lexikala klasser från SweFN, tokennivå","eng":"Lexical classes from SweFN, token-level"},"short_description":{"swe":"Lexikala klasser från SweFN på tokennivå","eng":"Lexical classes from SweFN on token-level"},"created":"2017-09-21","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:lexical_classes.swefn  # Lexical classes for tokens from SweFN\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token swefn=\"|Animals|\">Rödräv</token>\n<token swefn=\"|\">eller</token>\n<token swefn=\"|Typicality|\">vanlig</token>\n<token swefn=\"|Animals|Mental_property|\">räv</token>\n<token swefn=\"|Existence|\">är</token>\n<token swefn=\"|\">ett</token>\n<token swefn=\"|Animals|\">hunddjur</token>\n<token swefn=\"|\">och</token>\n<token swefn=\"|\">den</token>\n<token swefn=\"|Degree|Frequency|\">mest</token>\n<token swefn=\"|\">förekommande</token>\n<token swefn=\"|Type|\">arten</token>\n<token swefn=\"|\">i</token>\n<token swefn=\"|\">rävsläktet</token>\n<token swefn=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/rkzd-xn16","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-marijuana_legalization_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Identifiera inställningen gentemot marijuanalegalisering","eng":"Identify the stance towards marijuana legalization"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Argumentation sentences 1.0 topic='marijuana_legalization'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.marijuana_legalization_stance  # None\n- <sentence>:sbx_superlim.marijuana_legalization_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/030y-kx63","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-migration_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Annoterar inställning gentemot immigration på en skala","eng":"Label the sentiment towards immigration on a continuous scale"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Svensk ABSAbank-Imm 1.1","url":"https://spraakbanken.gu.se/resurser/absabank-imm","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.migration_stance  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence migration_stance=\"4.854378700256348\">\n  <token>Ett</token>\n  <token>öppet</token>\n  <token>Sverige</token>\n  <token>Vi</token>\n  <token>lever</token>\n  <token>i</token>\n  <token>en</token>\n  <token>orolig</token>\n  <token>tid</token>\n  <token>,</token>\n  <token>där</token>\n  <token>människor</token>\n  <token>tvingas</token>\n  <token>fly</token>\n  <token>för</token>\n  <token>sina</token>\n  <token>liv</token>\n  <token>från</token>\n  <token>krig</token>\n  <token>och</token>\n  <token>förtryck</token>\n  <token>.</token>\n</sentence>\n<sentence migration_stance=\"3.4953160285949707\">\n  <token>Inte</token>\n  <token>sedan</token>\n  <token>Andra</token>\n  <token>världskriget</token>\n  <token>har</token>\n  <token>så</token>\n  <token>många</token>\n  <token>människor</token>\n  <token>varit</token>\n  <token>på</token>\n  <token>flykt</token>\n  <token>.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/h47q-zr37","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-minimum_wage_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Identifiera inställningen gentemot minimilön","eng":"Identify the stance towards minimum wage"},"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"models":[{"name":"Argumentation sentences 1.0 topic='minimum_wage'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.minimum_wage_stance  # None\n- <sentence>:sbx_superlim.minimum_wage_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/9waj-6382","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-mink_analyses","name":{"swe":"Minks standardanalyser","eng":"Standard analyses in Mink"},"short_description":{"swe":"Samling av analyser som är tillgängliga via Mink","eng":"Collection of analyses available in Mink"},"type":"analysis","collection":true,"resources":["sbx-swe-compound-sparv-saldolemgram","sbx-swe-compound-sparv-saldowords","sbx-swe-dependency-stanza-stanzasynt","sbx-swe-geotagcontext-sparv","sbx-swe-lemgram-sparv-saldo","sbx-swe-lemmatization-sparv-saldo2","sbx-swe-lexical_classes_text-sparv-blingbring","sbx-swe-lexical_classes_text-sparv-swefn","sbx-swe-lexical_classes_token-sparv-blingbring","sbx-swe-lexical_classes_token-sparv-swefn","sbx-swe-msd-stanza-stanzamorph-suc3","sbx-swe-msd-stanza-stanzamorph-ufeats","sbx-swe-namedentity-swener","sbx-swe-pos-stanza-stanzamorph","sbx-swe-readability-sparv-lix","sbx-swe-readability-sparv-nk","sbx-swe-readability-sparv-ovix","sbx-swe-sense-sparv","sbx-swe-sentence-sparv-storsuc","sbx-swe-sentiment-sparv-sensaldo","sbx-swe-speech2text-transformers-kb_whisper_mp3","sbx-swe-speech2text-transformers-kb_whisper_ogg","sbx-swe-speech2text-transformers-kb_whisper_wav","sbx-swe-tokenization-sparv-betterword","sbx-zxx-export-sparv-xml_pretty"],"interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/r5q1-xa67","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"size":{"resources":25},"has_description":true},{"id":"sbx-swe-msd-hunpos-suc3","other_references":["Hunpos: https://code.google.com/archive/p/hunpos/"],"tools":[{"name":"Hunpos","url":"https://code.google.com/archive/p/hunpos/","license":{"id":"BSD-3-Clause","name":"BSD 3-Clause \"New\" or \"Revised\" License","url":"https://spdx.org/licenses/BSD-3-Clause.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3)","tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","name":{"swe":"Morfosyntaktisk SUC-taggning med Hunpos","eng":"Tagging of morphological features (SUC) by Hunpos"},"short_description":{"swe":"Annotering av morfosyntaktiska deskriptorer (SUC) med Hunpos för svenska","eng":"Annotation of morphological features (SUC) by Hunpos for Swedish"},"task":{"eng":"morphosyntactic tagging","swe":"morfosyntaktisk taggning"},"models":[{"name":"suc3_suc-tags_default-setting_utf8.model","url":"https://github.com/spraakbanken/sparv-models/blob/master/hunpos/suc3_suc-tags_default-setting_utf8.model?raw=true"}],"created":"2010-12-15","updated":"2018-05-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:hunpos.msd  # Part-of-speeches with morphological descriptions\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token msd=\"PN.NEU.SIN.DEF.SUB+OBJ\">Det</token>\n<token msd=\"AB\">här</token>\n<token msd=\"VB.PRS.AKT\">är</token>\n<token msd=\"DT.UTR.SIN.IND\">en</token>\n<token msd=\"NN.UTR.SIN.IND.NOM\">korpus</token>\n<token msd=\"MAD\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/tk9z-n829","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-msd-hunpos-suc3-1800","other_references":["Hunpos: https://code.google.com/archive/p/hunpos/"],"tools":[{"name":"Hunpos","url":"https://code.google.com/archive/p/hunpos/","license":{"id":"BSD-3-Clause","name":"BSD 3-Clause \"New\" or \"Revised\" License","url":"https://spdx.org/licenses/BSD-3-Clause.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3)","tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","name":{"swe":"Morfosyntaktisk SUC-taggning med Hunpos för 1800-talssvenska","eng":"Tagging of morphological features (SUC) by Hunpos for Swedish from the 1800's"},"short_description":{"swe":"Annotering av morfosyntaktiska deskriptorer (SUC) med Hunpos för 1800-talssvenska","eng":"Annotation of morphological features (SUC) by Hunpos for Swedish from the 1800's"},"task":{"eng":"morphosyntactic tagging","swe":"morfosyntaktisk taggning"},"models":[{"name":"suc3_suc-tags_default-setting_utf8.model","url":"https://github.com/spraakbanken/sparv-models/blob/master/hunpos/suc3_suc-tags_default-setting_utf8.model?raw=true"},{"name":"dalinm-swedberg_saldo_suc-tags.morphtable","description":"A word list along with the words' morphosyntactic information generated from the [Dalin\nmorphology](https://spraakbanken.gu.se/resurser/dalinm) and the [Swedberg\nmorphology](https://spraakbanken.gu.se/resurser/swedbergm)"}],"created":"2012-10-23","updated":"2015-09-11","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:hunpos.msd  # Part-of-speeches with morphological descriptions\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: swe\n  variety: \"1800\"\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token msd=\"NN.UTR.SIN.DEF.NOM\">Lådan</token>\n<token msd=\"VB.PRT.AKT\">var</token>\n<token msd=\"PC.PRF.UTR.SIN.IND.NOM\">upphängd</token>\n<token msd=\"PP\">under</token>\n<token msd=\"DT.UTR.SIN.DEF\">den</token>\n<token msd=\"NN.UTR.SIN.IND.NOM\">waggon</token>\n<token msd=\"HA\">hvari</token>\n<token msd=\"DT.UTR+NEU.PLU.DEF\">de</token>\n<token msd=\"JJ.POS.UTR+NEU.PLU.IND+DEF.NOM\">andra</token>\n<token msd=\"NN.NEU.PLU.DEF.NOM\">djuren</token>\n<token msd=\"VB.INF.AKT\">befunno</token>\n<token msd=\"PN.UTR+NEU.SIN+PLU.DEF.OBJ\">sig</token>\n<token msd=\"MAD\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/hnmx-g197","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-msd-stanza-stanzamorph-suc3","keywords":["stanza"],"tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3), [TalbankenSBX](https://spraakbanken.gu.se/resurser/talbanken), [SIC2](https://spraakbanken.gu.se/resurser/sic2)","other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020","SUC3: https://spraakbanken.gu.se/en/resources/suc3","TalbankenSBX: https://spraakbanken.gu.se/en/blog/20200609-the-five-lives-of-talbanken","SIC2: https://spraakbanken.gu.se/en/resources/sic2"],"tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","evaluation_results":"For a model trained on SUC3 and validated on a part of TalbankenSBX_dev the results are as follows:  \ntested on Talbanken SBX_test: exact match = 0.97; POS = 0.98; msd = 0.99  \ntested on SIC2: exact match = 0.92; POS = 0.93; msd = 0.96  \nMore info: https://spraakbanken.gu.se/en/resources/flair/evaluating-pos-tagging","caveats":{"swe":"","eng":""},"intended_uses":{"swe":"","eng":""},"created":"2020-12-07","updated":"2022-08-10","name":{"swe":"Morfosyntaktisk SUC-taggning med Stanza","eng":"Tagging of morphological features (SUC) by Stanza"},"short_description":{"swe":"Annotering av morfosyntaktiska deskriptorer (SUC) med Stanza för svenska","eng":"Annotation of morphological features (SUC) by Stanza for Swedish"},"task":{"eng":"morphosyntactic tagging","swe":"morfosyntaktisk taggning"},"standard_reference":"https://aclanthology.org/2021.nodalida-main.20/","models":[{"name":"Stanzamorph","url":"https://spraakbanken.gu.se/resurser/stanzamorph","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.msd  # Part-of-speeches with morphological descriptions\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token msd=\"PN.NEU.SIN.DEF.SUB+OBJ\">Det</token>\n<token msd=\"AB\">här</token>\n<token msd=\"VB.PRS.AKT\">är</token>\n<token msd=\"DT.UTR.SIN.IND\">en</token>\n<token msd=\"NN.UTR.SIN.IND.NOM\">korpus</token>\n<token msd=\"MAD\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/zx98-an63","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-msd-stanza-stanzamorph-ufeats","keywords":["stanza"],"tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3), [TalbankenSBX](https://spraakbanken.gu.se/resurser/talbanken), [SIC2](https://spraakbanken.gu.se/resurser/sic2)","other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020","TalbankenSBX: https://spraakbanken.gu.se/en/blog/20200609-the-five-lives-of-talbanken","SIC2: https://spraakbanken.gu.se/en/resources/sic2"],"tagset":"[UD](https://universaldependencies.org/u/feat/index.html)","caveats":{"swe":"","eng":""},"intended_uses":{"swe":"","eng":""},"created":"2020-12-07","updated":"2022-08-10","name":{"swe":"Morfologisk analys för svenska baserad på Stanza","eng":"Stanza-based morphological analysis for Swedish"},"short_description":{"swe":"Morfologisk analys för svenska med universal features (UD) baserad på Stanza","eng":"Stanza-based morphological analysis for Swedish, using universal features (UD)"},"task":{"eng":"morphosyntactic tagging","swe":"morfosyntaktisk taggning"},"models":[{"name":"Stanzamorph","url":"https://spraakbanken.gu.se/resurser/stanzamorph","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.ufeats  # Universal morphological features\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token ufeats=\"|Case=Acc,Nom|Definite=Def|Gender=Neut|Number=Sing|\">Det</token>\n<token ufeats=\"|\">här</token>\n<token ufeats=\"|Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act|\">är</token>\n<token ufeats=\"|Definite=Ind|Gender=Com|Number=Sing|\">en</token>\n<token ufeats=\"|Case=Nom|Definite=Ind|Gender=Com|Number=Sing|\">korpus</token>\n<token ufeats=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/hw0w-sk75","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-namedentity-swener","name":{"swe":"Namnigenkänning med HFST-SweNER","eng":"Named entity recognition with HFST-SweNER"},"short_description":{"swe":"Namnigenkänning känner igen och förser namn och namnliknande uttryck (s.k. entiteter) i löpande text med fördefinierade etiketter, som organisation, person eller plats.","eng":"Named entity recognition (NER) recognises named entities such as locations, persons and time expressions in text."},"task":{"eng":"named entity recognition","swe":"namnigenkänning"},"standard_reference":"[Dimitrios Kokkinakis, Jyrki Niemi, Sam Hardwick, Krister Lindén, and Lars Borin. 2014. HFST-SweNER — A New NER\nResource for Swedish. In Proceedings of the Ninth International Conference on Language Resources and Evaluation\n(LREC'14), pages 2537-2543, Reykjavik, Iceland. European Language Resources Association\n(ELRA).](http://www.lrec-conf.org/proceedings/lrec2014/pdf/391_Paper.pdf)","other_references":["[Dimitrios Kokkinakis. 2004. Reducing the effect of name explosion](https://demo.spraakbanken.gu.se/svedk/pbl/kokkinakisBNER.pdf)","Download HFST-SweNER: https://www.kielipankki.fi/download/HFST-SweNER/"],"tools":[{"name":"HFST-SweNER","url":"https://www.kielipankki.fi/download/HFST-SweNER/","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"tagset":"[Named entity tags from hfst-SweNER](https://svn.spraakdata.gu.se/sb-arkiv/pub/swener-tags.html)","evaluation_results":"f-score between 91.33% to 27.48%, depending on the named entity category","created":"2014-07-04","updated":"2020-05-13","type":"analysis","example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- swener.ne  # Named entity segments from SweNER\n- swener.ne:swener.name  # Names in SweNER named entities\n- swener.ne:swener.ex  # Named entity expressions from SweNER\n- swener.ne:swener.type  # Named entity types from SweNER\n- swener.ne:swener.subtype  # Named entity sub types from SweNER\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<ne ex=\"ENAMEX\" name=\"Alfred Bernhard Nobel\" subtype=\"HUM\" type=\"PRS\">\n  <token>Alfred</token>\n  <token>Bernhard</token>\n  <token>Nobel</token>\n</ne>\n<token>,</token>\n<token>född</token>\n<ne ex=\"TIMEX\" name=\"21 oktober 1833\" subtype=\"DAT\" type=\"TME\">\n  <token>21</token>\n  <token>oktober</token>\n  <token>1833</token>\n</ne>\n<token>i</token>\n<ne ex=\"ENAMEX\" name=\"Stockholm\" subtype=\"PPL\" type=\"LOC\">\n  <token>Stockholm</token>\n</ne>\n<token>,</token>\n<ne ex=\"ENAMEX\" name=\"Italien\" subtype=\"PPL\" type=\"LOC\">\n  <token>Italien</token>\n</ne>\n<token>,</token>\n<token>var</token>\n<token>en</token>\n<token>svensk</token>\n<token>kemist</token>\n<token>och</token>\n<token>stiftare</token>\n<token>av</token>\n<ne ex=\"ENAMEX\" name=\"Nobelpriset\" subtype=\"PRZ\" type=\"OBJ\">\n  <token>Nobelpriset</token>\n</ne>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/45zg-8c56","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-nuclear_stance-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"task":{"eng":"stance detection","swe":"ståndpunktsidentifiering"},"short_description":{"swe":"Identifiera inställningen gentemot kärnkraft","eng":"Identify the stance towards nuclear power"},"models":[{"name":"Argumentation sentences 1.0 topic='nuclear'","url":"https://spraakbanken.gu.se/resurser/argumentation-sentences","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.nuclear_stance  # None\n- <sentence>:sbx_superlim.nuclear_stance.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence nuclear_stance=\"pro\">\n  <token>Ett</token>\n  <token>öppet</token>\n  <token>Sverige</token>\n  <token>Vi</token>\n  <token>lever</token>\n  <token>i</token>\n  <token>en</token>\n  <token>orolig</token>\n  <token>tid</token>\n  <token>,</token>\n  <token>där</token>\n  <token>människor</token>\n  <token>tvingas</token>\n  <token>fly</token>\n  <token>för</token>\n  <token>sina</token>\n  <token>liv</token>\n  <token>från</token>\n  <token>krig</token>\n  <token>och</token>\n  <token>förtryck</token>\n  <token>.</token>\n</sentence>\n<sentence nuclear_stance=\"non\">\n  <token>Inte</token>\n  <token>sedan</token>\n  <token>Andra</token>\n  <token>världskriget</token>\n  <token>har</token>\n  <token>så</token>\n  <token>många</token>\n  <token>människor</token>\n  <token>varit</token>\n  <token>på</token>\n  <token>flykt</token>\n  <token>.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/s8yk-qz31","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-ocr_correction-viklofg_sweocr","name":{"swe":"OCR korrigering med viklofg/swedish-ocr-correction för svenska","eng":"OCR correction with viklofg/swedish-ocr-correction for Swedish"},"short_description":{"swe":"Annotering av OCR-korrigeringar.","eng":"OCR correction annotations"},"task":{"eng":"ocr-correction","swe":"OCR-korrigering"},"type":"analysis","example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- sbx_ocr_correction_viklofg_sweocr.sbx-ocr-correction  # None\n- sbx_ocr_correction_viklofg_sweocr.sbx-ocr-correction:sbx_ocr_correction_viklofg_sweocr.ocr-correction--viklofg-sweocr  # None\n```\n\nYou also need to install the following plugin: *[sbx_ocr_correction_viklofg_sweocr](https://pypi.org/project/sparv-sbx-ocr-correction-viklofg-sweocr/)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pos=\"KN\">Och</token>\n<token pos=\"HA\">då</token>\n<token pos=\"PN\">de</token>\n<token pos=\"VB\">räknade</token>\n<token pos=\"MID\">,</token>\n<sbx-ocr-correction ocr-correction--viklofg-sweocr=\"så\">\n  <token pos=\"AB\">si</token>\n</sbx-ocr-correction>\n<token pos=\"MID\">,</token>\n<token pos=\"AB\">då</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/jp0d-fe05","languages":[],"has_description":false},{"id":"sbx-swe-phrasestructure-sparv","name":{"swe":"Svensk frasstrukturparsning","eng":"Swedish phrase structure parsing"},"short_description":{"swe":"Svensk frasstrukturparsning baserad på Mamba-Dep dependensanalys","eng":"Swedish phrase structure parsing based on Mamba-Dep dependency analysis"},"task":{"eng":"phrase structure parsing","swe":"frasstrukturparsning"},"trained_on":"[TalbankenSBX](https://spraakbanken.gu.se/resurser/talbanken)","tagset":"See description below","created":"2018-03-28","updated":"2018-03-28","type":"analysis","example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- phrase_structure.phrase  # Phrase segments\n- phrase_structure.phrase:phrase_structure.name  # Phrase names\n- phrase_structure.phrase:phrase_structure.func  # Phrase functions\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<phrase func=\"ROOT\" name=\"S\">\n  <phrase func=\"SS\" name=\"NP\">\n    <token>Alfred</token>\n    <token>Bernhard</token>\n    <token>Nobel</token>\n  </phrase>\n  <token>var</token>\n  <phrase func=\"SP\" name=\"NP\">\n    <phrase func=\"DT\" name=\"NP\">\n      <token>en</token>\n      <phrase func=\"AT\" name=\"ADJP\">\n        <token>svensk</token>\n        <phrase func=\"CJ\" name=\"NP\">\n          <token>kemist</token>\n        </phrase>\n      </phrase>\n      <token>och</token>\n    </phrase>\n    <token>stiftare</token>\n    <phrase func=\"ET\" name=\"PrP\">\n      <token>av</token>\n      <phrase func=\"PA\" name=\"NP\">\n        <token>Nobelpriset</token>\n        <token>.</token>\n      </phrase>\n    </phrase>\n  </phrase>\n</phrase>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/3m42-qk02","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-pi_detection-sparv","standard_reference":"Maria Irena Szawerna, David Alfter, Elena Volodina (2025): Annotating Personal Information in Swedish Texts with SPARV, in Proceedings of the First Workshop on Natural Language Processing and Language Models for Digital Humanities, pages 155-163. https://aclanthology.org/2025.lm4dh-1.15/","short_description":{"swe":"En Sparv-plugin som möjliggör upptäckt och annotering av personlig information i svenska texter, särskilt L2 uppsatser.","eng":"A plugin for Sparv for detecting personal information in Swedish texts, especially learner essays."},"type":"analysis","task":{"eng":"PI detection","swe":"personuppgiftsigenkänning"},"analysis_unit":{"eng":"token","swe":"token"},"models":[{"url":"https://huggingface.co/collections/Turtilla/pi-detection-and-labeling-6822fbc8fbccfc2527c019ba"}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sbx_pi_detection.pi  # None\n```\n\nIn order to use this plugin you need to add the following setting to your Sparv corpus configuration file with the appropriate argument (basic, basic_iob, general, general_iob, detailed, or detailed_iob):\n```yaml\nsbx_pi_detection:\n  annotation_level: general\n```\n\nYou also need to install the following plugin: *[sbx_pi_detection](https://github.com/spraakbanken/sparv-sbx-pi-detection)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pi=\"O\">Jag</token>\n<token pi=\"O\">heter</token>\n<token pi=\"personal_name\">Maria</token>\n<token pi=\"O\">.</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/6wp0-ds77","languages":[],"has_description":true},{"id":"sbx-swe-pos-hunpos-suc3","other_references":["Hunpos: https://code.google.com/archive/p/hunpos/"],"tools":[{"name":"Hunpos","url":"https://code.google.com/archive/p/hunpos/","license":{"id":"BSD-3-Clause","name":"BSD 3-Clause \"New\" or \"Revised\" License","url":"https://spdx.org/licenses/BSD-3-Clause.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3)","tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","name":{"swe":"SUC-ordklasstaggning med Hunpos","eng":"SUC part-of-speech tagging with Hunpos"},"short_description":{"swe":"Annotering av SUC-ordklasser med Hunpos för svenska","eng":"Swedish part-of-speech annotation with SUC tags by Hunpos"},"task":{"eng":"part-of-speech tagging","swe":"ordklasstaggning"},"models":[{"name":"suc3_suc-tags_default-setting_utf8.model","url":"https://github.com/spraakbanken/sparv-models/blob/master/hunpos/suc3_suc-tags_default-setting_utf8.model?raw=true"}],"created":"2010-12-15","updated":"2018-05-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:hunpos.pos  # Part-of-speech tags\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pos=\"PN\">Det</token>\n<token pos=\"AB\">här</token>\n<token pos=\"VB\">är</token>\n<token pos=\"DT\">en</token>\n<token pos=\"NN\">korpus</token>\n<token pos=\"MAD\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/wn98-0242","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-pos-hunpos-suc3-1800","other_references":["Hunpos: https://code.google.com/archive/p/hunpos/"],"tools":[{"name":"Hunpos","url":"https://code.google.com/archive/p/hunpos/","license":{"id":"BSD-3-Clause","name":"BSD 3-Clause \"New\" or \"Revised\" License","url":"https://spdx.org/licenses/BSD-3-Clause.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3)","tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","name":{"swe":"SUC-ordklasstaggning med Hunpos för 1800-talssvenska","eng":"SUC part-of-speech tagging with Hunpos for Swedish from the 1800's"},"short_description":{"swe":"Annotering av SUC-ordklasser med Hunpos för 1800-talssvenska","eng":"Part-of-speech annotation with SUC tags by Hunpos for Swedish from the 1800's"},"task":{"eng":"part-of-speech tagging","swe":"ordklasstaggning"},"models":[{"name":"suc3_suc-tags_default-setting_utf8.model","url":"https://github.com/spraakbanken/sparv-models/blob/master/hunpos/suc3_suc-tags_default-setting_utf8.model?raw=true"},{"name":"dalinm-swedberg_saldo_suc-tags.morphtable","description":"A word list along with the words' morphosyntactic information generated from the [Dalin\nmorphology](https://spraakbanken.gu.se/resurser/dalinm) and the [Swedberg\nmorphology](https://spraakbanken.gu.se/resurser/swedbergm)"}],"created":"2012-10-23","updated":"2015-09-11","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:hunpos.pos  # Part-of-speech tags\n```\n\nIn order to use this annotation you need to add the following setting to your Sparv corpus configuration file:\n```yaml\nmetadata:\n  language: swe\n  variety: \"1800\"\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pos=\"NN\">Lådan</token>\n<token pos=\"VB\">var</token>\n<token pos=\"PC\">upphängd</token>\n<token pos=\"PP\">under</token>\n<token pos=\"DT\">den</token>\n<token pos=\"NN\">waggon</token>\n<token pos=\"HA\">hvari</token>\n<token pos=\"DT\">de</token>\n<token pos=\"JJ\">andra</token>\n<token pos=\"NN\">djuren</token>\n<token pos=\"VB\">befunno</token>\n<token pos=\"PN\">sig</token>\n<token pos=\"MAD\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/dmq8-qp10","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-pos-stanza-stanzamorph","keywords":["stanza"],"tools":[{"name":"Stanza","url":"https://stanfordnlp.github.io/stanza/","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"trained_on":"[SUC3](https://spraakbanken.gu.se/resurser/suc3), [TalbankenSBX](https://spraakbanken.gu.se/resurser/talbanken), [SIC2](https://spraakbanken.gu.se/resurser/sic2)","other_references":["Stanza: Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning. 2020","Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. In Association for Computational Linguistics (ACL) System Demonstrations. 2020","SUC3: https://spraakbanken.gu.se/en/resources/suc3","TalbankenSBX: https://spraakbanken.gu.se/en/blog/20200609-the-five-lives-of-talbanken","SIC2: https://spraakbanken.gu.se/en/resources/sic2"],"tagset":"[SUC3](https://spraakbanken.gu.se/korp/markup/msdtags.html)","evaluation_results":"For a model trained on SUC3 and validated on a part of TalbankenSBX_dev the results are as follows:  \ntested on Talbanken SBX_test: exact match = 0.97; POS = 0.98; msd = 0.99  \ntested on SIC2: exact match = 0.92; POS = 0.93; msd = 0.96  \nMore info: https://spraakbanken.gu.se/en/resources/flair/evaluating-pos-tagging","caveats":{"swe":"","eng":""},"intended_uses":{"swe":"","eng":""},"created":"2020-12-07","updated":"2022-08-10","name":{"swe":"SUC-ordklasstaggning med Stanza","eng":"SUC part-of-speech tagging with Stanza"},"short_description":{"swe":"Annotering av SUC-ordklasser med Stanza för svenska","eng":"Swedish part-of-speech annotation with SUC tags by Stanza"},"task":{"eng":"part-of-speech tagging","swe":"ordklasstaggning"},"standard_reference":"https://aclanthology.org/2021.nodalida-main.20/","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:stanza.pos  # Part-of-speech tags\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token pos=\"PN\">Det</token>\n<token pos=\"AB\">här</token>\n<token pos=\"VB\">är</token>\n<token pos=\"DT\">en</token>\n<token pos=\"NN\">korpus</token>\n<token pos=\"MAD\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/20nm-1139","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-posneg_attitude-sparv","short_description":{"swe":"En Sparv-plugin som annoterar objekt som positiv och negativ attityd riktas mot.","eng":"A Sparv plugin which annotates object of positive or negative attitude."},"type":"analysis","task":{"eng":"attitude annotation","swe":"attitydannotering"},"analysis_unit":{"eng":"token","swe":"token"},"models":[{"url":"https://huggingface.co/sbx/KB-bert-base-swedish-cased_posneg_attitude"}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sbx_posneg_attitude.attitude  # POS or NEG if a token is part of an object of attitude, O if it's not.\n```\n\nYou also need to install the following plugin: *[sbx_posneg_attitude](https://github.com/spraakbanken/sbx-sparv-posneg-attitude)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n  <token attitude=\"O\">Jag</token>\n  <token attitude=\"O\">älskar</token>\n  <token attitude=\"B-POS\">glass</token>\n  <token attitude=\"I-POS\">med</token>\n  <token attitude=\"I-POS\">strössel</token>\n  <token attitude=\"O\">.</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/eaq5-k453","languages":[],"has_description":true},{"id":"sbx-swe-readability-sparv-lix","task":{"eng":"readability measures","swe":"läsbarhetsvärden"},"created":"2018-03-28","updated":"2018-03-28","name":{"swe":"Annotering av läsbarhetsindex (LIX) för texter","eng":"Annotation of readability index (LIX) for text chunks"},"short_description":{"swe":"Annotering av svenska texter med LIX-värden som indikerar hur lätt eller svår en text är att läsa","eng":"Annotation of Swedish texts with LIX values which indicate the difficulty of the texts"},"standard_reference":"[Björnsson (1968)](https://libris.kb.se/bib/8079176)","type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:readability.lix  # LIX values for text chunks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text lix=\"6.00\">\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>enkel</token>\n  <token>mening</token>\n  <token>.</token>\n</text>\n<text lix=\"44.81\">\n  <token>LIX</token>\n  <token>(</token>\n  <token>Björnsson</token>\n  <token>,</token>\n  <token>1968</token>\n  <token>)</token>\n  <token>är</token>\n  <token>ett</token>\n  <token>läsbarhetsvärde</token>\n  <token>beräknat</token>\n  <token>på</token>\n  <token>genomsnittligt</token>\n  <token>antal</token>\n  <token>ord</token>\n  <token>per</token>\n  <token>mening</token>\n  <token>och</token>\n  <token>andel</token>\n  <token>långa</token>\n  <token>ord</token>\n  <token>(</token>\n  <token>över</token>\n  <token>sex</token>\n  <token>bokstäver</token>\n  <token>långa</token>\n  <token>)</token>\n  <token>.</token>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/697z-9k33","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-readability-sparv-nk","task":{"eng":"readability measures","swe":"läsbarhetsvärden"},"created":"2018-03-28","updated":"2018-03-28","name":{"swe":"Annotering av Nominalkvot (NK) för texter","eng":"Annotation of nominal ratios for text chunks"},"short_description":{"swe":"Annotering av svenska texter med NK-värden som indikerar hur lätt eller svår en text är att läsa","eng":"Annotation of Swedish texts with nominal ratios which indicate the difficulty of the texts"},"type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:readability.nk  # Nominal ratios for text chunks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text nk=\"0.33\">\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>enkel</token>\n  <token>mening</token>\n  <token>.</token>\n</text>\n<text nk=\"5.50\">\n  <token>LIX</token>\n  <token>(</token>\n  <token>Björnsson</token>\n  <token>,</token>\n  <token>1968</token>\n  <token>)</token>\n  <token>är</token>\n  <token>ett</token>\n  <token>läsbarhetsvärde</token>\n  <token>beräknat</token>\n  <token>på</token>\n  <token>genomsnittligt</token>\n  <token>antal</token>\n  <token>ord</token>\n  <token>per</token>\n  <token>mening</token>\n  <token>och</token>\n  <token>andel</token>\n  <token>långa</token>\n  <token>ord</token>\n  <token>(</token>\n  <token>över</token>\n  <token>sex</token>\n  <token>bokstäver</token>\n  <token>långa</token>\n  <token>)</token>\n  <token>.</token>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/3zg4-zn33","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-readability-sparv-ovix","task":{"eng":"readability measures","swe":"läsbarhetsvärden"},"created":"2018-03-28","updated":"2018-03-28","name":{"swe":"Annotering av Ordvariationsindex (OVIX) för texter","eng":"Annotation of OVIX values for text chunks"},"short_description":{"swe":"Annotering av svenska texter med OVIX-värden som indikerar hur lätt eller svår en text är att läsa","eng":"Annotation of Swedish texts with OVIX values which indicate the difficulty of the texts"},"type":"analysis","analysis_unit":{"eng":"text","swe":"text"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <text>:readability.ovix  # OVIX values for text chunks\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<text ovix=\"inf\">\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>enkel</token>\n  <token>mening</token>\n  <token>.</token>\n</text>\n<text ovix=\"94.13\">\n  <token>LIX</token>\n  <token>(</token>\n  <token>Björnsson</token>\n  <token>,</token>\n  <token>1968</token>\n  <token>)</token>\n  <token>är</token>\n  <token>ett</token>\n  <token>läsbarhetsvärde</token>\n  <token>beräknat</token>\n  <token>på</token>\n  <token>genomsnittligt</token>\n  <token>antal</token>\n  <token>ord</token>\n  <token>per</token>\n  <token>mening</token>\n  <token>och</token>\n  <token>andel</token>\n  <token>långa</token>\n  <token>ord</token>\n  <token>(</token>\n  <token>över</token>\n  <token>sex</token>\n  <token>bokstäver</token>\n  <token>långa</token>\n  <token>)</token>\n  <token>.</token>\n</text>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/v8w3-pb64","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-sense-sparv","name":{"swe":"Betydelsedisambiguering med hjälp av SALDO ID:n","eng":"Sense disambiguation of SALDO identifiers"},"short_description":{"swe":"Ordbetydelsedisambiguering baserad på annotering i SALDO","eng":"Word sense disambiguation based on SALDO annotation"},"task":{"eng":"sense disambiguation","swe":"betydelsedisambiguering"},"keywords":["saldo"],"standard_reference":"https://aclanthology.org/N15-1164.pdf","other_references":["https://github.com/spraakbanken/sparv-wsd/blob/master/README.pdf","Sparv wsd: https://github.com/spraakbanken/sparv-wsd"],"tools":[{"name":"Sparv wsd","url":"https://github.com/spraakbanken/sparv-wsd","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"}}],"models":[{"name":"ALL_512_128_w10_A2_140403_ctx1.bin","url":"https://github.com/spraakbanken/sparv-wsd/blob/master/models/scouse/ALL_512_128_w10_A2_140403_ctx1.bin"},{"name":"lem_cbow0_s512_w10_NEW2_ctx.bin","url":"https://github.com/spraakbanken/sparv-wsd/blob/master/models/scouse/lem_cbow0_s512_w10_NEW2_ctx.bin"}],"trained_on":"SALDO from May 2014 (SCOUSE model)","evaluation_results":"Using lemma embeddings:  \nprecision: 0.569 recall: 0.292 f-measure: 0.386\n\nUsing sense embeddings:  \nprecision: 0.667 recall: 0.332 f-measure: 0.443\n\nMore information: https://aclanthology.org/N15-1164.pdf","created":"2018-05-28","updated":"2022-05-13","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:wsd.sense  # Sense disambiguated SALDO identifiers\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token sense=\"|den..2:-1.000|\">Det</token>\n<token sense=\"|finna..1:0.497|finnas..1:0.472|finna..2:0.031|\">finns</token>\n<token sense=\"|den..1:-1.000|en..2:-1.000|\">en</token>\n<token sense=\"|fil..4:0.661|fil..5:0.194|fil..1:0.104|fil..2:0.040|fil..3:0.001|\">fil</token>\n<token sense=\"|i..2:-1.000|\">i</token>\n<token sense=\"|katalog..1:-1.000|\">katalogen</token>\n<token sense=\"|på..1:-1.000|\">på</token>\n<token sense=\"|den..1:-1.000|den..2:-1.000|en..2:-1.000|\">den</token>\n<token sense=\"|extern..1:-1.000|\">externa</token>\n<token sense=\"|hårddisk..1:-1.000|\">hårddisken</token>\n<token sense=\"|\">.</token>\n<token sense=\"|man..1:-1.000|\">Man</token>\n<token sense=\"|kunna..1:0.666|kunna..4:0.147|kunna..3:0.110|kunna..2:0.077|\">kan</token>\n<token sense=\"|använda..1:-1.000|\">använda</token>\n<token sense=\"|den..1:-1.000|en..2:-1.000|\">en</token>\n<token sense=\"|fil..2:0.573|fil..4:0.213|fil..1:0.130|fil..5:0.084|fil..3:0.001|\">fil</token>\n<token sense=\"|för..1:-1.000|för..5:-1.000|för..6:-1.000|för..7:-1.000|för..9:-1.000|\">för</token>\n<token sense=\"|att..1:-1.000|\">att</token>\n<token sense=\"|slipa..2:0.832|slipa..1:0.168|\">slipa</token>\n<token sense=\"|kant..1:-1.000|\">kanterna</token>\n<token sense=\"|på..1:-1.000|\">på</token>\n<token sense=\"|bräda..1:0.787|bräde..1:0.213|\">brädan</token>\n<token sense=\"|\">.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/j2vv-v579","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":false},{"id":"sbx-swe-sense-sparv-saldo","standard_reference":"[Borin/Forsberg/Lönngren 2013: SALDO: a touch of yin to WordNet's yang](http://dx.doi.org/10.1007/s10579-013-9233-4)","models":[{"name":"SALDO's morphology","url":"https://spraakbanken.gu.se/resurser/saldom"}],"name":{"swe":"Annotering av SALDO-identifierare","eng":"Annotation of SALDO identifiers"},"short_description":{"swe":"Uppslagning som ger SALDO-identifierare","eng":"Lookup for SALDO identifiers"},"task":{"eng":"lexical lookup","swe":"lexikala uppslag"},"keywords":["saldo"],"created":"2010-12-15","updated":"2018-03-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:saldo.sense  # SALDO identifiers\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token sense=\"|den..2|den_här..1|\">Det</token>\n<token sense=\"|här..1|den_här..1:1|\">här</token>\n<token sense=\"|vara..1|\">är</token>\n<token sense=\"|den..1|en..2|\">en</token>\n<token sense=\"|korpus..1|korpus..2|korpus..3|korpus..4|korpus..5|\">korpus</token>\n<token sense=\"|\">.</token>\n```","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/n1pm-z125","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-sense-sparv_saldowsd-rs","name":{"swe":"Betydelsedisambiguering med hjälp av SALDO ID:n","eng":"Sense disambiguation of SALDO identifiers"},"short_description":{"swe":"Ordbetydelsedisambiguering baserad på annotering i SALDO (använder en omskrivning av saldowsd.jar i Rust)","eng":"Word sense disambiguation based on SALDO annotation (uses a rewrite of saldowsd.jar in Rust)"},"task":{"eng":"sense disambiguation","swe":"betydelsedisambiguering"},"keywords":["saldo"],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"standard_reference":"https://aclanthology.org/N15-1164.pdf","other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-wsd-rs","Sparv WSD (original): https://github.com/spraakbanken/sparv-wsd"],"tools":[{"name":"saldowsd-rs (Rust)","url":"https://github.com/spraakbanken/saldowsd-rs","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"}}],"models":[{"name":"ALL_512_128_w10_A2_140403_ctx1.bin","url":"https://github.com/spraakbanken/sparv-wsd/blob/master/models/scouse/ALL_512_128_w10_A2_140403_ctx1.bin"},{"name":"lem_cbow0_s512_w10_NEW2_ctx.bin","url":"https://github.com/spraakbanken/sparv-wsd/blob/master/models/scouse/lem_cbow0_s512_w10_NEW2_ctx.bin"}],"trained_on":"SALDO from May 2014 (SCOUSE model)","evaluation_results":"Using lemma embeddings:\nprecision: 0.569 recall: 0.292 f-measure: 0.386\n\nUsing sense embeddings:\nprecision: 0.667 recall: 0.332 f-measure: 0.443\n\nMore information: https://aclanthology.org/N15-1164.pdf","created":"2025-09-03","updated":"2025-11-26","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sbx_wsd_rs.sense  # Sense disambiguated SALDO identifiers\n```\n\nYou also need to install the following plugin: *[sbx_wsd_rs](https://pypi.org/project/sparv-sbx-wsd-rs)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token sense=\"|den..2:-1.000|\">Det</token>\n<token sense=\"|finna..1:0.497|finnas..1:0.472|finna..2:0.031|\">finns</token>\n<token sense=\"|den..1:-1.000|en..2:-1.000|\">en</token>\n<token sense=\"|fil..4:0.661|fil..5:0.194|fil..1:0.104|fil..2:0.040|fil..3:0.001|\">fil</token>\n<token sense=\"|i..2:-1.000|\">i</token>\n<token sense=\"|katalog..1:-1.000|\">katalogen</token>\n<token sense=\"|på..1:-1.000|\">på</token>\n<token sense=\"|den..1:-1.000|den..2:-1.000|en..2:-1.000|\">den</token>\n<token sense=\"|extern..1:-1.000|\">externa</token>\n<token sense=\"|hårddisk..1:-1.000|\">hårddisken</token>\n<token sense=\"|\">.</token>\n<token sense=\"|man..1:-1.000|\">Man</token>\n<token sense=\"|kunna..1:0.666|kunna..4:0.147|kunna..3:0.110|kunna..2:0.077|\">kan</token>\n<token sense=\"|använda..1:-1.000|\">använda</token>\n<token sense=\"|den..1:-1.000|en..2:-1.000|\">en</token>\n<token sense=\"|fil..2:0.573|fil..4:0.213|fil..1:0.130|fil..5:0.084|fil..3:0.001|\">fil</token>\n<token sense=\"|för..1:-1.000|för..5:-1.000|för..6:-1.000|för..7:-1.000|för..9:-1.000|\">för</token>\n<token sense=\"|att..1:-1.000|\">att</token>\n<token sense=\"|slipa..2:0.832|slipa..1:0.168|\">slipa</token>\n<token sense=\"|kant..1:-1.000|\">kanterna</token>\n<token sense=\"|på..1:-1.000|\">på</token>\n<token sense=\"|bräda..1:0.787|bräde..1:0.213|\">brädan</token>\n<token sense=\"|\">.</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/452d-5270","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-sentence-sparv-storsuc","standard_reference":"Bird, Steven, Edward Loper and Ewan Klein (2009), Natural Language Processing with Python. O’Reilly Media Inc.","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"trained_on":"[StorSUC](https://spraakbanken.gu.se/resurser/storsuc)","created":"2010-12-15","updated":"2021-09-02","name":{"swe":"Svensk meningssegmentering","eng":"Swedish sentence segmentation"},"short_description":{"swe":"Meningssegmenterar text, specialanpassad för svenska","eng":"Segments text into sentences, custom-made for Swedish"},"task":{"eng":"sentence segmentation","swe":"meningssegmentering"},"models":[{"name":"punkt-nltk-svenska.pickle","url":"https://github.com/spraakbanken/sparv-models/blob/master/segment/punkt-nltk-svenska.pickle?raw=true"}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.sentence  # Sentence segments\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence>\n  <token>Det</token>\n  <token>här</token>\n  <token>är</token>\n  <token>en</token>\n  <token>korpus</token>\n  <token>.</token>\n</sentence>\n<sentence>\n  <token>Den</token>\n  <token>har</token>\n  <token>flera</token>\n  <token>meningar</token>\n  <token>.</token>\n</sentence>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/zh22-hf25","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-sentence_relation-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Bestäm den logiska relationen mellan två meningar","eng":"Determine the logical relation between two sentences"},"task":{"eng":"natural language inference","swe":"språklogisk inferens"},"models":[{"name":"SweNLI 1.0","url":"https://spraakbanken.gu.se/resurser/swenli","description":"Also see https://huggingface.co/datasets/sbx/superlim-2","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_superlim.swenli.label  # None\n- <sentence>:sbx_superlim.swenli.certainty  # None\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence swenli.certainty=\"N/A\" swenli.label=\"N/A\">\n  <token>Ett</token>\n  <token>öppet</token>\n  <token>Sverige</token>\n  <token>Vi</token>\n  <token>lever</token>\n  <token>i</token>\n  <token>en</token>\n  <token>orolig</token>\n  <token>tid</token>\n  <token>,</token>\n  <token>där</token>\n  <token>människor</token>\n  <token>tvingas</token>\n  <token>fly</token>\n  <token>för</token>\n  <token>sina</token>\n  <token>liv</token>\n  <token>från</token>\n  <token>krig</token>\n  <token>och</token>\n  <token>förtryck</token>\n  <token>.</token>\n</sentence>\n<sentence swenli.certainty=\"0.663418173789978\" swenli.label=\"contradiction\">\n  <token>Inte</token>\n  <token>sedan</token>\n  <token>Andra</token>\n  <token>världskriget</token>\n  <token>har</token>\n  <token>så</token>\n  <token>många</token>\n  <token>människor</token>\n  <token>varit</token>\n  <token>på</token>\n  <token>flykt</token>\n  <token>.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/p25v-fs07","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-sentiment-sparv-sensaldo","name":{"swe":"Sentimentanalys per token med SenSALDO","eng":"Sentiment analysis per token using SenSALDO"},"short_description":{"swe":"Sentimentanalys via uppslag i SenSALDO-lexikonet","eng":"Sentiment analysis via lookup in SenSALDO"},"task":{"eng":"sentiment analysis","swe":"sentimentanalys"},"standard_reference":"http://www.lrec-conf.org/proceedings/lrec2018/summaries/857.html","other_references":["http://www.lrec-conf.org/proceedings/lrec2018/summaries/846.html","https://gup.ub.gu.se/publication/264721?lang=sv"],"models":[{"name":"Sensaldo","url":"https://spraakbanken.gu.se/resurser/sensaldo"}],"created":"2018-03-28","updated":"2018-03-28","type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following lines under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sensaldo.sentiment_label  # SenSALDO sentiment label\n- <token>:sensaldo.sentiment_score  # SenSALDO sentiment score\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">Otroligt</token>\n<token sentiment_label=\"negative\" sentiment_score=\"-1\">dåligt</token>\n<token>!</token>\n<token>Hemsidan</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">är</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">helt</token>\n<token>fejk</token>\n<token>och</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">säljer</token>\n<token>för</token>\n<token sentiment_label=\"negative\" sentiment_score=\"-1\">dyra</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">pengar</token>\n<token>.</token>\n<token>Den</token>\n<token>här</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">produkten</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">är</token>\n<token sentiment_label=\"positive\" sentiment_score=\"1\">jättebra</token>\n<token>,</token>\n<token>jag</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">kan</token>\n<token>verkligen</token>\n<token sentiment_label=\"positive\" sentiment_score=\"1\">rekommendera</token>\n<token>den</token>\n<token>då</token>\n<token>jag</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">är</token>\n<token sentiment_label=\"neutral\" sentiment_score=\"0\">väldigt</token>\n<token sentiment_label=\"positive\" sentiment_score=\"1\">nöjd</token>\n<token>!</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/qrhk-2e29","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-sentiment_sentence-transformers-kblab_robust_swedish_sentiment_multiclass","short_description":{"swe":"Sentimentanalys per mening med KBLab/robust-swedish-sentiment-multiclass","eng":"Sentiment analysis per sentence using KBLab/robust-swedish-sentiment-multiclass"},"task":{"eng":"sentiment analysis","swe":"sentimentanalys"},"keywords":["transformers","kb-lab"],"creators":["KB-Labb"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/robust-swedish-sentiment-multiclass","url":"https://huggingface.co/KBLab/robust-swedish-sentiment-multiclass","description":"KBLab presents a robust, multi-label sentiment classifier trained on Swedish texts.\nThe model is robust in the sense that it is trained on multiple datasets of different\ntext types and allows labeling of neutral as well positive and negative texts.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"standard_reference":"https://kb-labb.github.io/posts/2023-06-16-a-robust-multi-label-sentiment-classifier-for-swedish/","other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-sentiment-kb-sent"],"created":"2024-05-28","updated":"2025-10-24","type":"analysis","analysis_unit":{"eng":"sentence","swe":"mening"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <sentence>:sbx_sentiment_kb_sent.sentiment--kb-sent  # Sentiment analysis of sentence with KBLab/robust-swedish-sentiment-multiclass\n```\n\nYou also need to install the following plugin: *[sbx_sentiment_kb_sent](https://pypi.org/project/sparv-sbx-sentiment-kb-sent)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<sentence sentiment--kb-sent=\"|NEUTRAL:0.946|\">\n  <token pos=\"JJ\">Stora</token>\n  <token pos=\"NN\">regnmängder</token>\n  <token pos=\"VB\">väntas</token>\n  <token pos=\"PP\">under</token>\n  <token pos=\"NN\">måndagen</token>\n  <token pos=\"KN\">och</token>\n  <token pos=\"PM\">SMHI</token>\n  <token pos=\"VB\">har</token>\n  <token pos=\"VB\">utfärdat</token>\n  <token pos=\"DT\">en</token>\n  <token pos=\"JJ\">gul</token>\n  <token pos=\"NN\">varning</token>\n  <token pos=\"PP\">för</token>\n  <token pos=\"PC\">skyfallsliknande</token>\n  <token pos=\"NN\">regn</token>\n  <token pos=\"PP\">över</token>\n  <token pos=\"JJ\">stora</token>\n  <token pos=\"NN\">delar</token>\n  <token pos=\"PP\">av</token>\n  <token pos=\"NN\">landets</token>\n  <token pos=\"JJ\">södra</token>\n  <token pos=\"JJ\">halva</token>\n  <token pos=\"MAD\">.</token>\n</sentence>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/wh4w-na93","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":true},{"id":"sbx-swe-standard_analyses","name":{"swe":"Standardanalyser för modern svenska","eng":"Standard analyses for modern Swedish"},"short_description":{"swe":"Samling av Sparv-analyser för modern svenska","eng":"Collection of Sparv analyses for modern Swedish"},"type":"analysis","collection":true,"resources":["sbx-swe-compound-sparv-saldolemgram","sbx-swe-compound-sparv-saldowords","sbx-swe-dependency-stanza-stanzasynt","sbx-swe-geotagcontext-sparv","sbx-swe-lemgram-sparv-saldo","sbx-swe-lemmatization-sparv-saldo2","sbx-swe-lexical_classes_text-sparv-blingbring","sbx-swe-lexical_classes_text-sparv-swefn","sbx-swe-lexical_classes_token-sparv-blingbring","sbx-swe-lexical_classes_token-sparv-swefn","sbx-swe-msd-stanza-stanzamorph-suc3","sbx-swe-msd-stanza-stanzamorph-ufeats","sbx-swe-namedentity-swener","sbx-swe-pos-stanza-stanzamorph","sbx-swe-readability-sparv-lix","sbx-swe-readability-sparv-nk","sbx-swe-readability-sparv-ovix","sbx-swe-sense-sparv","sbx-swe-sentence-sparv-storsuc","sbx-swe-sentiment-sparv-sensaldo","sbx-swe-tokenization-sparv-betterword"],"interfaces":[],"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/43y6-3y47","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"size":{"resources":21},"has_description":true},{"id":"sbx-swe-tokenization-sparv-betterword","tools":[{"name":"NLTK","url":"https://www.nltk.org/"}],"trained_on":"[SALDOs morphology](https://spraakbanken.gu.se/resurser/saldom)","created":"2010-12-15","updated":"2021-05-07","name":{"swe":"Svensk tokenisering","eng":"Swedish tokenization"},"short_description":{"swe":"Tokeniserar text, specialanpassad för svenska","eng":"Tokenizes text, custom-made for Swedish"},"task":{"eng":"tokenization","swe":"tokenisering"},"models":[{"name":"bettertokenizer.sv","url":"https://raw.githubusercontent.com/spraakbanken/sparv-models/master/segment/bettertokenizer.sv"},{"name":"bettertokenizer.sv.saldo-tokens"}],"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- segment.token  # Token segments\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token>Det</token>\n<token>här</token>\n<token>är</token>\n<token>en</token>\n<token>korpus</token>\n<token>.</token>\n```","interfaces":[{"url":"https://spraakbanken.gu.se/mink","license":{"id":"CC-BY-4.0","name":"Creative Commons Attribution 4.0 International","url":"https://spdx.org/licenses/CC-BY-4.0.html"}}],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/yc26-gw03","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses","sbx-swe-standard_analyses"],"has_description":true},{"id":"sbx-swe-word_prediction-kb_bert","name":{"swe":"Ordpredikation med KBLab/bert-base-swedish-cased för svenska","eng":"Word prediction with KBLab/bert-base-swedish-cased for Swedish"},"short_description":{"swe":"Annotering av ord-predikation för varje text i en text.","eng":"Word prediction annotations for each word in a text."},"task":{"eng":"word-prediction","swe":"ordförutsägelse"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sbx_word_prediction_kb_bert.word-prediction--kb-bert  # Word predictions from masked BERT (format: '|<word>:<score>|...|)\n```\n\nYou also need to install the following plugin: *[sbx_word_prediction_kb_bert](https://pypi.org/project/sparv-sbx-word-prediction-kb-bert/)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token word=\"Engelbert\" word-prediction--kb-bert=\"|Jag:0.388|Vi:0.384|Han:0.082|De:0.031|Hon:0.022|\" pos=\"PM\">Engelbert</token>\n<token word=\"tar\" word-prediction--kb-bert=\"|tar:0.541|tog:0.208|kör:0.157|körde:0.050|åker:0.004|\" pos=\"VB\">tar</token>\n<token word=\"Volvon\" word-prediction--kb-bert=\"|tunnelbanan:0.275|oss:0.118|bussen:0.116|mig:0.100|bilen:0.099|\" pos=\"PM\">Volvon</token>\n<token word=\"till\" word-prediction--kb-bert=\"|till:0.897|från:0.038|mot:0.028|på:0.009|förbi:0.007|\" pos=\"PP\">till</token>\n<token word=\"Tele2\" word-prediction--kb-bert=\"|Friends:0.584|Stockholm:0.136|Globen:0.037|Djurgården:0.034|Stockholms:0.027|\" pos=\"PM\">Tele2</token>\n<token word=\"Arena\" word-prediction--kb-bert=\"|arena:0.518|Arena:0.471|,:0.002|Globen:0.001|Stockholm:0.001|\" pos=\"PM\">Arena</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/n1qd-6w40","languages":[],"has_description":false},{"id":"swe-sbx-word-prediction-kb-bert","name":{"swe":"Ordpredikation med KBLab/bert-base-swedish-cased för svenska","eng":"Word prediction with KBLab/bert-base-swedish-cased for Swedish"},"short_description":{"swe":"Annotering av ord-predikation för varje ord i en text.","eng":"Word prediction annotations for each word in a text."},"task":{"eng":"word-prediction","swe":"ordförutsägelse"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-word-prediction-kb-bert"],"created":"2024-03-22","updated":"2025-11-12","creators":["KB-Labb"],"license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"type":"analysis","analysis_unit":{"eng":"token","swe":"token"},"keywords":["transformers","kb-lab"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/bert-base-swedish-cased","url":"https://huggingface.co/KBLab/bert-base-swedish-cased","description":"The National Library of Sweden / KBLab releases three pretrained language models based on BERT and ALBERT.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"example":"This analysis is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this analysis, add the following line under `export.annotations` in the Sparv [corpus configuration file](https://spraakbanken.gu.se/sparv/user-manual/quick-start/#creating-the-config-file):\n\n```yaml\n- <token>:sbx_word_prediction_kb_bert.word-prediction--kb-bert  # Word predictions from masked BERT (format: '|<word>:<score>|...|)\n```\n\nYou also need to install the following plugin: *[sbx_word_prediction_kb_bert](https://pypi.org/project/sparv-sbx-word-prediction-kb-bert)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n\nExample output:\n```xml\n<token word=\"Engelbert\" word-prediction--kb-bert=\"|Jag:0.388|Vi:0.384|Han:0.082|De:0.031|Hon:0.022|\" pos=\"PM\">Engelbert</token>\n<token word=\"tar\" word-prediction--kb-bert=\"|tar:0.541|tog:0.208|kör:0.157|körde:0.050|åker:0.004|\" pos=\"VB\">tar</token>\n<token word=\"Volvon\" word-prediction--kb-bert=\"|tunnelbanan:0.275|oss:0.118|bussen:0.116|mig:0.100|bilen:0.099|\" pos=\"PM\">Volvon</token>\n<token word=\"till\" word-prediction--kb-bert=\"|till:0.897|från:0.038|mot:0.028|på:0.009|förbi:0.007|\" pos=\"PP\">till</token>\n<token word=\"Tele2\" word-prediction--kb-bert=\"|Friends:0.584|Stockholm:0.136|Globen:0.037|Djurgården:0.034|Stockholms:0.027|\" pos=\"PM\">Tele2</token>\n<token word=\"Arena\" word-prediction--kb-bert=\"|arena:0.518|Arena:0.471|,:0.002|Globen:0.001|Stockholm:0.001|\" pos=\"PM\">Arena</token>\n```","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/rpv4-gt12","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false}],"utilities":[{"id":"sbx-mul-corpus_statistics-sparv","short_description":{"swe":"Sammanställning av korpusstatistik, fullständig samt sammandrag på svenska och engelska.","eng":"Gathering of corpus statistics, full and lighter."},"keywords":["statistics","corpus-statistics"],"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-corpus-statistics"],"created":"2025-10-23","updated":"2026-02-17","type":"utility","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'sbx_corpus_statistics:stat_highlights':\n\n```sh\nsparv run sbx_corpus_statistics:stat_highlights\n```\n\nYou also need to install the following plugin: *[sbx_corpus_statistics](https://pypi.org/project/sparv-sbx-corpus-statistics)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/xfct-jx55","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}},{"code":"eng","name":{"swe":"engelska","eng":"English"}}],"has_description":false},{"id":"sbx-mul-import-sparv-conllu","short_description":{"eng":"Import of corpus data from the CoNLL-U format","swe":"Import av korpusdata från CoNLL-U-formatet"},"task":{"eng":"import","swe":"import"},"keywords":["conll-u"],"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-conllu"],"created":"2025-11-25","updated":"2025-12-02","type":"utility","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This importer is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this importer, run Sparv with the argument 'sbx_conllu:parse':\n\n```sh\nsparv run sbx_conllu:parse\n```\n\nYou also need to install the following plugin: *[sbx_conllu](https://pypi.org/project/sparv-sbx-conllu)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/wt8z-wh35","languages":[],"has_description":false},{"id":"sbx-swe-export-sparv-conllu","name":{"swe":"CoNLL-U-export","eng":"CoNLL-U export"},"short_description":{"swe":"Export av korpusdata i Språkbanken Texts CoNLL-U-format","eng":"Export of corpus data in Språkbanken Text's CoNLL-U format"},"task":{"eng":"export","swe":"export"},"keywords":["conll-u"],"created":"2020-11-20","updated":"2022-03-25","type":"utility","example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'conll_export:conllu':\n\n```sh\nsparv run conll_export:conllu\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/zk46-ws12","languages":[],"has_description":false},{"id":"sbx-swe-logical_relations_exporter-transformers-superlim2_swenli","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"utility","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Exportera prediktionerna av den logiska relationerna mellan två meningar","eng":"Export the predictions of the logical relation between two sentences"},"task":{"eng":"export","swe":"export"},"example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'sbx_superlim:swenli_parallel':\n\n```sh\nsparv run sbx_superlim:swenli_parallel\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/4ret-mr62","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-logical_relations_exporter-transformers-superlim2_swepar","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"utility","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Exportera prediktionerna av den logiska relationerna mellan två meningar","eng":"Export the predictions of the logical relation between two sentences"},"task":{"eng":"export","swe":"export"},"example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'sbx_superlim:swepar_parallel':\n\n```sh\nsparv run sbx_superlim:swepar_parallel\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/1wcb-4507","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-swe-speech2text-transformers-kb_whisper_mp3","keywords":["whisper","transformers","huggingface"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/kb-whisper-tiny","url":"https:/huggingface.co/KBLab/kb-whisper-tiny","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-base","url":"https:/huggingface.co/KBLab/kb-whisper-base","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-small","url":"https:/huggingface.co/KBLab/kb-whisper-small","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-medium","url":"https:/huggingface.co/KBLab/kb-whisper-medium","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-large","url":"https:/huggingface.co/KBLab/kb-whisper-large","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"other_references":["Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition - Vesterbacka et al - 2025 - Interspeech 2025, p758-762 - doi: 10.21437/Interspeech.2025-2646","Repository: https://github.com/spraakbanken/sparv-sbx-whisper-import"],"short_description":{"swe":"Transkription av ljudfil (mp3) till text med transformers och KB-Whisper för svenska","eng":"Transcribing audio file (mp3) to text by transformers and KB-Whisper for Swedish"},"created":"2025-09-04","creators":["KB-Labb"],"updated":"2026-01-21","type":"utility","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This importer is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this importer, run Sparv with the argument 'sbx_whisper_import:parse_mp3':\n\n```sh\nsparv run sbx_whisper_import:parse_mp3\n```\n\nYou also need to install the following plugin: *[sbx_whisper_import](https://github.com/spraakbanken/sparv-sbx-whisper-import)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/6nry-qr23","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses"],"has_description":false},{"id":"sbx-swe-speech2text-transformers-kb_whisper_ogg","keywords":["whisper","transformers","huggingface"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/kb-whisper-tiny","url":"https:/huggingface.co/KBLab/kb-whisper-tiny","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-base","url":"https:/huggingface.co/KBLab/kb-whisper-base","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-small","url":"https:/huggingface.co/KBLab/kb-whisper-small","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-medium","url":"https:/huggingface.co/KBLab/kb-whisper-medium","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-large","url":"https:/huggingface.co/KBLab/kb-whisper-large","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"other_references":["Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition - Vesterbacka et al - 2025 - Interspeech 2025, p758-762 - doi: 10.21437/Interspeech.2025-2646","Repository: https://github.com/spraakbanken/sparv-sbx-whisper-import"],"short_description":{"swe":"Transkription av ljudfil (ogg) till text med transformers och KB-Whisper för svenska","eng":"Transcribing audio file (ogg) to text by transformers and KB-Whisper for Swedish"},"created":"2025-09-04","creators":["KB-Labb"],"updated":"2026-01-21","type":"utility","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This importer is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this importer, run Sparv with the argument 'sbx_whisper_import:parse_ogg':\n\n```sh\nsparv run sbx_whisper_import:parse_ogg\n```\n\nYou also need to install the following plugin: *[sbx_whisper_import](https://github.com/spraakbanken/sparv-sbx-whisper-import)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/jtpn-y561","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses"],"has_description":false},{"id":"sbx-swe-speech2text-transformers-kb_whisper_wav","keywords":["whisper","transformers","huggingface"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"models":[{"name":"KBLab/kb-whisper-tiny","url":"https:/huggingface.co/KBLab/kb-whisper-tiny","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-base","url":"https:/huggingface.co/KBLab/kb-whisper-base","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-small","url":"https:/huggingface.co/KBLab/kb-whisper-small","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-medium","url":"https:/huggingface.co/KBLab/kb-whisper-medium","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}},{"name":"KBLab/kb-whisper-large","url":"https:/huggingface.co/KBLab/kb-whisper-large","description":"The National Library of Sweden releases a new suite of Whisper models trained\non over 50,000 hours of Swedish speech.","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"other_references":["Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition - Vesterbacka et al - 2025 - Interspeech 2025, p758-762 - doi: 10.21437/Interspeech.2025-2646","Repository: https://github.com/spraakbanken/sparv-sbx-whisper-import"],"short_description":{"swe":"Transkription av ljudfil (wav) till text med transformers och KB-Whisper för svenska","eng":"Transcribing audio file (wav) to text by transformers and KB-Whisper for Swedish"},"created":"2025-09-04","creators":["KB-Labb"],"updated":"2026-01-21","type":"utility","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"example":"This importer is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this importer, run Sparv with the argument 'sbx_whisper_import:parse_wav':\n\n```sh\nsparv run sbx_whisper_import:parse_wav\n```\n\nYou also need to install the following plugin: *[sbx_whisper_import](https://github.com/spraakbanken/sparv-sbx-whisper-import)*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/vvhd-xx80","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"in_collections":["sbx-swe-mink_analyses"],"has_description":false},{"id":"sbx-swe-stance_prediction_exporter-transformers-superlim2","keywords":["transformers","huggingface","superlim"],"tools":[{"name":"transformers","url":"https://github.com/huggingface/transformers","license":{"id":"Apache-2.0","name":"Apache License 2.0","url":"https://spdx.org/licenses/Apache-2.0.html"}}],"type":"utility","analysis_unit":{"eng":"sentence","swe":"mening"},"other_references":["Repository: https://github.com/spraakbanken/sparv-sbx-superlim"],"short_description":{"swe":"Exportera meningsvisa prediktioner av inställningar mot migration och kärnkraft","eng":"Export sentence-wise predictions on stances against migration and nuclear power"},"task":{"eng":"export","swe":"export"},"example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'sbx_superlim:predictions':\n\n```sh\nsparv run sbx_superlim:predictions\n```\n\nYou also need to install the following plugin: *sbx_superlim*.\n\nFor general information on how to install plugins, see [here](https://spraakbanken.gu.se/sparv/user-manual/installation-and-setup/#installing-and-uninstalling-plugins).\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/vv7q-pd95","languages":[{"code":"swe","name":{"swe":"svenska","eng":"Swedish"}}],"has_description":false},{"id":"sbx-zxx-export-sparv-xml_preserved","task":{"eng":"export","swe":"export"},"updated":"2023-11-06","name":{"swe":"XML-export, bevarat format","eng":"XML export, preserved format"},"short_description":{"swe":"XML-korpusexport som bevarar formateringen från källfilen","eng":"XML corpus export preserving whitespaces from source file"},"created":"2016-05-31","type":"utility","example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'xml_export:preserved_format':\n\n```sh\nsparv run xml_export:preserved_format\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/5hzy-tj03","languages":[],"has_description":false},{"id":"sbx-zxx-export-sparv-xml_pretty","task":{"eng":"export","swe":"export"},"updated":"2023-11-06","name":{"swe":"XML-export, finformaterad","eng":"XML export, pretty format"},"short_description":{"swe":"XML-korpusexport där varje token skrivs på en egen rad","eng":"XML corpus export where every token is printed on a new line"},"created":"2011-09-05","type":"utility","example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'xml_export:pretty':\n\n```sh\nsparv run xml_export:pretty\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/7zd3-p790","languages":[],"in_collections":["sbx-swe-mink_analyses"],"has_description":false},{"id":"sbx-zxx-export-sparv-xml_scrambled","task":{"eng":"export","swe":"export"},"updated":"2023-11-06","name":{"swe":"XML-export, omkastad","eng":"XML export, scrambled"},"short_description":{"swe":"XML-korpusexport med omkastat innehåll","eng":"XML corpus export with scrambled contents"},"intended_uses":{"eng":"This export is typically used when publishing the original corpus contents (with added annotations) would infringe\non copyrights. Scrambling the contents ensures that one cannot reconstruct the original material.","swe":"Denna export används vanligtvis när publicering av det ursprungliga korpusinnehållet (med tillagda annotationer)\nskulle innebära ett intrång i upphovsrätten. Att kasta om innehållet i slumpvis ordning säkerställer att man inte\nkan återskapa det ursprungliga materialet."},"created":"2011-09-05","type":"utility","example":"This exporter is used with Sparv. Check out [Sparv's quick start guide](https://spraakbanken.gu.se/sparv/user-manual/quick-start/) to get started!\n\nTo use this exporter, run Sparv with the argument 'xml_export:scrambled':\n\n```sh\nsparv run xml_export:scrambled\n```\n\nYou need to tell Sparv which annotation to use for scrambling (typically `<sentence>` or `<paragraph>`). You can do\nthis with the `xml_export.scramble_on` setting. E.g. if you want to have a sentence-scrambled export you will need to\nadd the following setting to your Sparv corpus configuration file:\n```yaml\nxml_export:\n  scramble_on: <sentence>\n```\n\nFor more info on how to use Sparv, check out the [Sparv documentation](https://spraakbanken.gu.se/sparv).\n","license":{"id":"MIT","name":"MIT License","url":"https://spdx.org/licenses/MIT.html"},"contact_info":{"name":"Markus Forsberg","email":"sb-info@svenska.gu.se","affiliation":{"organization":"Språkbanken Text","email":"sb-info@svenska.gu.se"}},"doi":"10.23695/7kmz-9f88","languages":[],"has_description":false}]}