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19 avril 2018
- doi: 10.4000/books.aaccademia.2450
- eisbn: 9788899982942
https://creativecommons.org/licenses/by-nc-nd/4.0/ , info:eu-repo/semantics/openAccess
Mots-clés
linguistica computazionale elaborazione del linguaggio naturale umanistica digitale linguaggio tecnologia intelligenza artificiale elaborazione del testo linguistique computationelle traitement du langage naturel langue technologie intelligence artificielle traitement de texte Computational Linguistics natural language processing digital humenities language tecnology artificial intelligence text processing History & Philosophy Of Science LAN000000 CBXSujets proches
Language (New words, slang, etc.) TaggingCiter ce document
Daniele Puccinelli et al., « PoS Taggers in the Wild: A Case Study with Swiss Italian Student Essays », Accademia University Press, ID : 10.4000/books.aaccademia.2450
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Résumé
State-of-the-art Part-of-Speech taggers have been thoroughly evaluated on standard Italian. To understand how Part-of-Speech taggers that have been pretrained on standard Italian fare with a wide array of language anomalies, we evaluate five Part-of-Speech taggers on a corpus of student essays written throughout the largest Italian-speaking area outside of Italy. Our preliminary results show that there is a significant gap between their performance on non-standard Italian and on standard Italian, and that the performance loss mainly comes from relatively subtle tagging errors within morphological categories as opposed to coarse errors across categories.