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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 4 of 4 1 Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text Damnati, Géraldine; Auguste, Jeremy; Nasr, Alexis; Charlet, Delphine; Heinecke, Johannes; Bechet, Frédéric 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 BASE Hide details 2 Dialog Acts Annotations for Online Chats ; Annotation en Actes de Dialogue pour les Conversations d’Assistance en Ligne Perrotin, Robin; Nasr, Alexis; Auguste, Jeremy 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) BASE Show details 3 Correction automatique d'attachements prépositionnels par utilisation de traits visuels Delecraz, Sebastien; Becerra-Bonache, Leonor; Favre, Benoit... In: 25ème conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01832979 ; 25ème conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France (2018) BASE Show details 4 Adding Syntactic Annotations to Flickr30k Entities Corpus for Multimodal Ambiguous Prepositional-Phrase Attachment Resolution Delecraz, Sebastien; Nasr, Alexis; Béchet, Frédéric... In: 11th edition of the Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-01832930 ; 11th edition of the Language Resources and Evaluation Conference, May 2018, Miyazaki, Japan (2018) BASE Show details

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