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Cross-lingual and cross-domain evaluation of Machine Reading Comprehension with Squad and CALOR-Quest corpora
In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; LREC 2020 ; https://hal.archives-ouvertes.fr/hal-02973245 ; LREC 2020, May 2020, MARSEILLE, France. pp.5491-5497 ; https://lrec2020.lrec-conf.org/en/ (2020)
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Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text
In: LREC proceedings ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01943391 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018, Miyazaki, Japan (2018)
Abstract: International audience ; For the purpose of POS tagging noisy user-generated text, should normalization be handled as a preliminary task or is it possibleto handle misspelled words directly in the POS tagging model? We propose in this paper a combined approach where some errorsare normalized before tagging, while a Gated Recurrent Unit deep neural network based tagger handles the remaining errors. Wordembeddings are trained on a large corpus in order to address both normalization and POS tagging. Experiments are run on ContactCenter chat conversations, a particular type of formal Computer Mediated Communication data.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Computer Mediated Communication; Part of Speech Tagging; Spelling Error Correction
URL: https://hal.archives-ouvertes.fr/hal-01943391
https://hal.archives-ouvertes.fr/hal-01943391/document
https://hal.archives-ouvertes.fr/hal-01943391/file/357.pdf
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Prédiction de l'échec d'une conversation médiée dans un contexte de dialogues à rôles asymétriques
In: Vingt-cinquième conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01798604 ; Vingt-cinquième conférence sur le Traitement Automatique des Langues Naturelles (TALN), ATALA, May 2018, Rennes, France (2018)
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