Publications
"Pseudo Dyna-Q: A Reinforcement Learning Framework for Interactive Recommendation",
Proceedings of the 13th International Conference on Web Search and Data Mining, 2020.
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"Du TAL au TIL",
TALN 2010, Montréal, Québec, Canada, pp. 9 pages, jul, 2010.
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"Learn to Describe Objects the way ‘Ordinary’ People Do by Using Language Technology",
Journal of Cognitive Science , vol. 16, issue 2, pp. 174-192, 06/2015.
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"Learn to speak like normal people do: the case of object descriptions",
9th International Workshop on Natural Language Processing and Cognitive Science (NLPCS 2012), Wraclow, 06/2012.
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"Become Fluent in a Foreign Language by Using an Improved Technological Version of an Outdated Method",
Journal of Cognitive Science, vol. 16, issue 2, Seoul National University, Institute for Cognitive Science, pp. 151-173, 06/2015.
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"Patrons de phrase, raccourcis pour apprendre rapidement à parler une nouvelle langue",
TALN-2011, Montpellier, 06/2011.
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"A Generic Tool for Creating and Using Multilingual Phrasebooks",
NLPCS 2010 (Natural Language Processing and Cognitive Science), Funchal, Madeira - Portugal, 06/2010.
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"ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation",
Information Retrieval Journal: Springer, pp. 1–22, 2019.
"ScriptWriter: Narrative-Guided Script Generation",
arXiv preprint arXiv:2005.10331, 2020.
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"ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation",
Information Retrieval Journal, vol. 23: Springer, pp. 27–48, 2020.
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"Deep Adversarial Completion for Sparse Heterogeneous Information Network Embedding",
Proceedings of The Web Conference 2020, New York, NY, USA, Association for Computing Machinery, 2020.
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"Event causality extraction based on connectives analysis",
Neurocomputing, vol. 173: Elsevier, pp. 1943–1950, 2016.
"Incorporating Social Role Theory into Topic Models for Social Media Content Analysis",
Knowledge and Data Engineering, IEEE Transactions on, vol. 27: IEEE, pp. 1032–1044, 2015.
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"Originator or propagator?: incorporating social role theory into topic models for twitter content analysis",
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management: ACM, pp. 1649–1654, 2013.
"A General SIMD-based Approach to Accelerating Compression Algorithms",
ACM Transactions on Information Systems (TOIS), vol. 33, no. 3, pp. 15, 2015.
"Domain-Specific QA for the Construction Sector",
Information Retrieval for Question Answering, 27th ACM-SIGIR, Sheffield, jul, 2004.
"Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query.",
HLT-NAACL (Short Papers), pp. 165–168, 2009.
"An ensemble method for binary classification of adverse drug reactions from social media",
Proceedings of the Social Media Mining Shared Task Workshop at the Pacific Symposium on Biocomputing, 2016.
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"TJUdeM: A Combination Classifier for Aspect Category Detection and Sentiment Polarity Classification",
SemEval-2015, pp. 772, 2015.
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Time-sensitive language modelling for online term recurrence prediction,
: Springer, pp. 128–138, 2009.
"Text classification based on partial least square analysis",
22th Annual ACM Symposium on Applied Computing, 2007.
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WEBREG - Un outil interactif pour apprendre les expressions référentielles,
, Montréal, RALI-DIRO, Université de Montréal, 06/2010.
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"Supervised Machine Learning for summarizing Legal Documents",
Canadian Conference on Artificial Intelligence 2010, vol. 6085, Ottawa, Canada, Springer, pp. 51-62, may, 2010.
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"Summarize what you are interested in: an optimization framework for interactive personalized summarization",
Proceedings of the Conference on Empirical Methods in Natural Language Processing: Association for Computational Linguistics, pp. 1342–1351, 2011.
"Incorporating user preferences into click models",
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management: ACM, pp. 1301–1310, 2013.