Publications

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Auteur Titre [ Année(Asc)]
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2021
Ghaddar, A., "Leveraging distant supervision for improved named entity recognition", DIRO, vol. PhD: Papyrus, pp. 147, 2021.
2019
Bai, T., P. Du, W. Xin Zhao, J-R. Wen, and J-Y. Nie, "A Long-Short Demands-Aware Model for Next-Item Recommendation", arXiv preprint arXiv:1903.00066, 2019.
Soliman, Z., P. Langlais, and L. Bourg, "Learning Career Progression by Mining Social Media Profiles", Advances in Artificial Intelligence, Cham, Springer International Publishing, 2019. pdf
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.

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