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Generation of Synth...
Generation of Synthetic Error Data of Verb Order Errors for Swedish
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Casademont Moner, Judit (author)
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- Volodina, Elena, 1973 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska, flerspråkighet och språkteknologi,Department of Swedish, Multilingualism, Language Technology
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(creator_code:org_t)
- Seattle, Washington : Association for Computational Linguistics, 2022
- 2022
- English.
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In: NAACL workshop on Innovative Use of NLP for Building Educational Applications, July 15, 2022, Seattle, Washington. - Seattle, Washington : Association for Computational Linguistics. - 9781955917834
- Related links:
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https://doi.org/10.1...
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Abstract
Subject headings
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- We report on our work-in-progress to generate a synthetic error dataset for Swedish by replicating errors observed in the authentic error annotated dataset. We analyze a small subset of authentic errors, capture regular patterns based on parts of speech, and design a set of rules to corrupt new data. We explore the approach and identify its capabilities, advantages and limitations as a way to enrich the existing collection of error-annotated data. This work focuses on word order errors, specifically those involving the placement of finite verbs in a sentence.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
- HUMANIORA -- Språk och litteratur -- Jämförande språkvetenskap och allmän lingvistik (hsv//swe)
- HUMANITIES -- Languages and Literature -- General Language Studies and Linguistics (hsv//eng)
Keyword
- Swedish as a second language
- automatic language analysis
- synthetic data generation
- error correction
- error detevtion
Publication and Content Type
- ref (subject category)
- kon (subject category)
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