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1
Large-scale study of speech acts' development using automatic labelling
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
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2
Large-scale study of speech acts' development using automatic labelling
In: Proceedings of the 43rd Annual Meeting of the Cognitive Science Society ; https://hal.archives-ouvertes.fr/hal-03234620 ; Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, Jul 2021, Vienna, Austria (2021)
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3
Weakly supervised dialog act analysis ; Analyse faiblement supervisée de conversation en actes de dialogue
In: Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019) ; https://hal.archives-ouvertes.fr/hal-02567765 ; Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019), Jul 2019, Toulouse, France. pp.159-166 ; https://www.irit.fr/pfia2019/wp-content/uploads/2019/07/actes_TALN-RECITAL-courts_CH_PFIA2019-1.pdf (2019)
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4
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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5
Dialog Acts Annotations for Online Chats ; Annotation en Actes de Dialogue pour les Conversations d’Assistance en Ligne
In: Actes TALN-RECITAL 2018 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01943345 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2018, Rennes, France (2018)
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6
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks
In: Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP ; https://hal-amu.archives-ouvertes.fr/hal-01773220 ; Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, 2017, Copenhagen, Denmark. pp.21 - 26 (2017)
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