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The Bidirectional Long-Short-Term Memory Neural Network based Word Retrieval for Arabic Documents
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In: ISSN: 2054-7390 ; Transactions on Machine Learning and Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-03371886 ; Transactions on Machine Learning and Artificial Intelligence, Society for Science and Education, United Kingdom, 2015, 3 (1), pp.16-27. ⟨10.14738/tmlai.31.863⟩ ; https://journals.scholarpublishing.org/index.php/TMLAI/article/view/863 (2015)
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Adaptation par enrichissement terminologique en traduction automatique statistique fondée sur la génération et le filtrage de bi-segments virtuels
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In: 22ème Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01157850 ; 22ème Conférence sur le Traitement Automatique des Langues Naturelles, ATALA, Jun 2015, Caen, France (2015)
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Semantic Similarity from Natural Language and Ontology Analysis
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In: https://hal.archives-ouvertes.fr/hal-01288380 ; Morgan & Claypool publishers, 8 (1), pp.254, 2015, Synthesis Lectures on Human Language Technologies, Graeme Hirst, 978-1-62705-446-1. ⟨10.2200/S00639ED1V01Y201504HLT027⟩ ; http://www.morganclaypool.com/doi/10.2200/S00639ED1V01Y201504HLT027 (2015)
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Adding new words into a language model using parameters of known words with similar behavior
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In: Proceedings ICNLSP'2015, International Conference on Natural Language and Speech Processing ; International Conference on Natural Language and Speech Processing ; https://hal.inria.fr/hal-01184194 ; International Conference on Natural Language and Speech Processing, Oct 2015, Alger, Algeria (2015)
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Abstract:
International audience ; This article presents a study on how to automatically add new words into a language model without retraining it or adapting it (which requires a lot of new data). The proposed approach consists in finding a list of similar words for each new word to be added in the language model. Based on a small set of sentences containing the new words and on a set of n-gram counts containing the known words, we search for known words which have the most similar neighbor distribution (of the few preceding and few following neighbor words) to the new words. The similar words are determined through the computation of KL divergences on the distribution of neighbor words. The n-gram parameter values associated to the similar words are then used to define the n-gram parameter values of the new words. In the context of speech recognition, the performance assessment on a LVCSR task shows the benefit of the proposed approach.
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Keyword:
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; language modeling; lemmas; OOV words; part-of-speech tags; similar words; speech-to-text transcriptions
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URL: https://hal.inria.fr/hal-01184194
https://hal.inria.fr/hal-01184194/document
https://hal.inria.fr/hal-01184194/file/articleICNLSP2015-NW-final.pdf
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Unsupervised Speaker Identification in TV Broadcast Based on Written Names
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In: ISSN: 1558-7916 ; IEEE Transactions on Audio, Speech and Language Processing ; https://hal.archives-ouvertes.fr/hal-01060827 ; IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (1), pp.57-68. ⟨10.1109/TASLP.2014.2367822⟩ ; https://dl.acm.org/authorize?N46627 (2015)
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A Deep HMM model for multiple keywords spotting in handwritten documents
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In: ISSN: 1433-7541 ; EISSN: 1433-755X ; Pattern Analysis and Applications ; https://hal.archives-ouvertes.fr/hal-01089151 ; Pattern Analysis and Applications, Springer Verlag, 2015, 18 (4), pp.1003-1015 (2015)
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A Unified Kernel Approach For Learning Typed Sentence Rewritings
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In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ; Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02281919 ; Annual Meeting of the Association for Computational Linguistics, The Association for Computer Linguistics, Jan 2015, Beijing, China. pp.939 - 949, ⟨10.3115/v1/P15-1091⟩ ; https://www.aclweb.org/anthology/P15-1091 (2015)
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Mapping different rhetorical relation annotations: A proposal
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In: Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics ; Fourth Joint Conference on Lexical and Computational Semantics (*SEM 2015) ; https://hal.archives-ouvertes.fr/hal-02640085 ; Fourth Joint Conference on Lexical and Computational Semantics (*SEM 2015), Jun 2015, Denver, United States. pp.147-152 (2015)
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| 11 |
Lexical shifts, substantive changes, and continuity in State of the Union discourse, 1790-2014
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In: ISSN: 0027-8424 ; EISSN: 1091-6490 ; Proceedings of the National Academy of Sciences of the United States of America ; https://hal.inrae.fr/hal-02636957 ; Proceedings of the National Academy of Sciences of the United States of America , National Academy of Sciences, 2015, 112 (35), pp.10837 - 10844. ⟨10.1073/pnas.1512221112⟩ ; http://www.pnas.org/ (2015)
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| 12 |
POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools
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In: Proceedings of the Second Workshop on Arabic Natural Language Processing ; Workshop on Arabic Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-01464860 ; Workshop on Arabic Natural Language Processing, Jul 2015, Beijing, China. pp.59 - 68, ⟨10.18653/v1/W15-3207⟩ (2015)
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A Word Sense Disambiguation Method for Feature Level Sentiment Analysis
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In: 9th IEEE International Conference on Software, Knowledge, Information Management & Applications (SKIMA 2015) ; https://hal.inria.fr/hal-01467595 ; 9th IEEE International Conference on Software, Knowledge, Information Management & Applications (SKIMA 2015), Dec 2015, Kathmandu, Nepal (2015)
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Analyse des émotions, sentiments et opinions exprimés dans les tweets : présentation et résultats de l'édition 2015 du défi fouille de texte (DEFT)
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In: Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015) ; https://hal.archives-ouvertes.fr/hal-01617180 ; Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015), Jun 2015, Caen, France ; http://www.atala.org/taln_archives/ateliers/2015/DEFT/deft-2015-long-001.pdf (2015)
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Les interjections pour détecter les émotions
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In: Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015) ; 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015) ; https://hal.archives-ouvertes.fr/hal-01617186 ; 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015), Jun 2015, Caen, France (2015)
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Joint Dependency Parsing and Multiword Expression Tokenisation
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In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguisticsand the 7th International Joint Conference on Natural Language Processing ; Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01464872 ; Annual Meeting of the Association for Computational Linguistics, Jul 2015, Beijing, China. pp.1116 - 1126 (2015)
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Acquisition du vocabulaire patient/médecin présent dans les forums de santé dédiés au cancer du sein
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In: ISSN: 0398-7620 ; Epidemiology and Public Health / Revue d'Epidémiologie et de Santé Publique ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-01165412 ; Epidemiology and Public Health / Revue d'Epidémiologie et de Santé Publique, Elsevier Masson, 2015, 63, pp.S66-S67. ⟨10.1016/j.respe.2015.03.066⟩ (2015)
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Jeux et intelligence collective ; Jeux et intelligence collective: Résolution de problèmes et acquisition de données sur le Web
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In: https://hal-lirmm.ccsd.cnrs.fr/lirmm-01382271 ; ISTE. pp.156, 2015, Collection Science cognitive et management des connaissances, Joseph Mariani; Patrick Paroubek, 978-1-78405-052-8 ; http://iste-editions.fr/products/jeux-et-intelligence-collective (2015)
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Vous aimez ?.ou pas ? LikeIt, un jeu pour construire une ressource lexicale de polarité.
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In: 22e conférence sur le Traitement Automatique des Langues Naturelles ; TALN: Traitement Automatique des Langues Naturelles ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-01471662 ; TALN: Traitement Automatique des Langues Naturelles, Jun 2015, Caen, France ; http://www.atala.org/taln_archives/TALN/TALN-2015/ (2015)
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Typing relations in distributional thesauri
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In: Language Production, Cognition, and the Lexicon ; https://hal-cea.archives-ouvertes.fr/cea-01858464 ; Nuria Gala and Reinhard Rapp and Gemma Bel. Language Production, Cognition, and the Lexicon, 48, Springer, pp.113--134, 2015, Text, Speech and Language Technology (2015)
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