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Improving Swedish p...
Improving Swedish part-of-speech tagging for hen
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- Björklund, Henrik (author)
- Umeå universitet,Institutionen för datavetenskap,Foundations of Language Processing
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- Devinney, Hannah, 1995- (author)
- Umeå universitet,Institutionen för datavetenskap,Umeå centrum för genusstudier (UCGS),Foundations of Language Processing
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(creator_code:org_t)
- 2022
- 2022
- English.
- Related links:
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https://2022.sltc.se...
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https://umu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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Abstract
Subject headings
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- Despite the fact that the gender-neutral pro-noun hen was officially added to the Swedish language in 2014, state of the art part of speech taggers still routinely fail to identify it as a pronoun. We retrain both efselab and spaCy models with augmented (semi-synthetic) data, where instances of gendered pronouns are replaced by hen to correct for the lack of representation in the original training data. Our results show that adding such data works to correct for the disparity in performance
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
Keyword
- Part-of-Speech
- gendered pronouns
- neopronouns
- computational linguistics
- datorlingvistik
Publication and Content Type
- ref (subject category)
- kon (subject category)
To the university's database