Publications

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2017
Jiang, Z., J-R. Wen, Z. Dou, W. Xin Zhao, J-Y. Nie, and M. Yue, Learning to Diversify Search Results via Subtopic Attention, , 2017. pdf
2016
Deveaud, R., J. Mothe, and J-Y. Nie, "Learning to Rank System Configurations", Proceedings of the 25th ACM International on Conference on Information and Knowledge Management: ACM, 2016. pdf
2015
Farzindar, A., and M. Roche, "Les défis du traitement automatique du langage pour l’analyse des réseaux sociaux", TAL, vol. 54, issue 3, pp. 10, 05/2015. pdf
Zock, M., G. Lapalme, and M. Yousfi-Monod, "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. pdf
2014
Brosseau-Villeneuve, B., J-Y. Nie, and N. Kando, "Latent word context model for information retrieval", Information retrieval, vol. 17, no. 1, pp. 21–51, 2014.
Jridi, J E., "L’ingénierie de documents d’affaires dans le cadre du web sémantique", Informatique et recherche opérationnelle, vol. Ph.D., Montréal, Université de Montréal, pp. 152, 11/2014. pdfpdf
Sordoni, A., and J-Y. Nie, "Looking at Vector Space and Language Models for IR Using Density Matrices", Quantum Interaction: Springer Berlin Heidelberg, pp. 147–159, 2014.
Sordoni, A., Y. Bengio, and J-Y. Nie, "Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization", Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014.
2012
Gotti, F., "L’atténuation statistique des surdétections d’un correcteur grammatical symbolique", Informatique et recherche opérationnelle, Montréal, Université de Montréal, pp. 131, 9/2012. pdf
Jridi, J E., L'ingénierie de documents d'affaires dans le cadre du web sémantique, , pp. 79 pages, 06/2012. pdfpdf
Rebout, L., "L’extraction de phrases en relation de traduction dans Wikipédia", Département d'informatique et de recherche opérationnelle, vol. M.Sc., Montréal, Université de Montréal, pp. 90, 06/2012. pdf
Zock, M., G. Lapalme, and M. Yousfi-Monod, "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. pdf
2011
Sokolova, M., and G. Lapalme, "Learning opinions in user-generated Web content", Natural Language Engineering, vol. 17, no. 4, pp. 541-567, mar, 2011. pdf
2007
Cao, G., J-Y. Nie, L. Si, and J. Bai, "Learning to rank documents for ad-hoc retrieval with regularized models", SIGIR 2007 workshop on Learning to Rank for Information Retrieval, 2007. pdf
2006
Arras, L., M. C. Cormier, and G. Lapalme, "Lexiqum : une base de données textuelles", Description linguistique pour le traitement automatique du Français - 74e Congrès ACFAS, may, 2006. pdf
Favre, B., F. Bechet, P. Bellot, F. Boudin, M. El-Bèze, L. Gillard, J M. Torres-Moreno, and G. Lapalme, "The LIA-Thales Summarization System at DUC 2006", Document understanding Conference, Brooklyn, NIST, pp. 10 pages, jun, 2006. pdf
Nastase, V., J. Sayyad-Shirabad, M. Sokolova, and S. Szpakowicz, "Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features", Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), 2006. pdf
2005
Gao, J., H. Qi, X. Xia, and J-Y. Nie, "Linear Discriminant Model for Information Retrieval", ACM-SIGIR, Salvador, Brazil, pp. 290-297, aug, 2005. pdf
Gotti, F., A. Patry, G. Cao, and P. Langlais, "A look at English-Inuktitut Word Alignment", 3rd Computational Lingusitics in the North-East (CLiNE) Workshop, Gatineau, Québec, aug, 2005. pdf
Langlais, P., S. Gandrabur, T. Leplus, and G. Lapalme, "The Long-Term Forecast for Weather Bulletin Translation", Machine Translation, vol. 19, no. 1, pp. 83-112, mar, 2005. pdf
Wang, M. W., J-Y. Nie, and X. - Q. Zeng, "A latent semantic classification model", ACM-CIKM, 2005.
2004
Douzidia, F., and G. Lapalme, "Lakhas, an Arabic summarization system", Proceedings of DUC'04, Boston, NIST, pp. 128-135, may, 2004. pdf
Farzindar, A., and G. Lapalme, "LetSum, a Text Summarization system in Law field", THE FACE OF TEXT conference (Computer Assisted Text Analysis in the Humanities), McMaster University, Hamilton, Ontario, Canada, pp. 27-36, nov, 2004. pdf
Farzindar, A., and G. Lapalme, "Legal texts summarization by exploration of the thematic structures and argumentative roles", ext Summarization Branches Out Conference held in conjunction with ACL04 Text Summarization Branches Out, Barcelona, Spain, jul, 2004. pdf
Farzindar, A., and G. Lapalme, "LetSum, an automatic Legal Text Summarizing system", Legal Knowledge and Information Systems, Jurix 2004: the Sevententh Annual Conference, Berlin, IOS Press, pp. 11-18, dec, 2004. pdf

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