Publications

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2007
Cao, G., J. Gao, J-Y. Nie, and J. Bai, "Extending query translation to cross-language query expansion with markov chain models", Proceedings of the sixteenth ACM conference on Conference on information and knowledge management: ACM, 2007. pdf
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
Dawes, M., P. Pluye, L. Shea, R. Grad, A. Greenberg, and J-Y. Nie, "The identification of clinically important elements within medical journal abstracts: Patient–Population–Problem, Exposure–Intervention, Comparison, Outcome, Duration and Results (PECODR)", Informatics in Primary care, vol. 15: BCS, The Chartered Institute for IT, pp. 9–16, 2007.
Feiguina, O., and G. Lapalme, "Query-based summarization of customer reviews", Proceedings of the 20th Canadian Conference on Artificial Intelligence, Montréal, Springer-Verlag, pp. 452-463, may, 2007. pdf
Gao, W., C. Niu, J-Y. Nie, M. Zhou, J. Hu, K-F. Wong, and H-W. Hon, "Cross-lingual query suggestion using query logs of different languages", Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval: ACM, 2007. pdf
Gao, J., and J-Y. Nie, "Statistical query translation models for cross-language information retrieval", ACM Transactions on Asian Language Processing (TALIP), vol. (to appear), 2007. pdf
Gotti, F., G. Lapalme, L. Nerima, and E. Wehrli, "GOFAIsum: A Symbolic Summarizer for DUC", Document Understanding Conference, Rochester, NIST, pp. 10 pages, apr, 2007. pdfpdf
Kadri, Y., and J-Y. Nie, "Combining resources with confidence measures for cross language information retrieval", PIKM '07: Proceedings of the ACM first Ph.D. workshop in CIKM, Lisbon, Portugal, ACM, pp. 131–138, 2007. pdf
Nastase, V., M. Sokolova, and J S. Shirabad, "Do Happy Words Sound Happy? A study of the relation between form and meaning for English words expressing emotions", Proceedings of Recent Advances in Natural Language Processing (RANLP'2007), 2007. pdf
Nie, J-Y., G. Cao, and J. Bai, "Inferential language models for information retrieval", ACM Transactions on Asian Language Processing (TALIP), vol. (to appear), 2007. pdf
Paradis, F., and J-Y. Nie, "Filtering Contents with Bigrams and Named Entities to Improve Text Classification", Information Processing and Management, vol. 43, no. 2, pp. 344-352, 2007. pdf
Shi, L., and J-Y. Nie, "Using unigram and bigram language models for monolingual and cross-language IR", Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, pp. 20-25, 2007.
Shi, L., J-Y. Nie, and J. Bai, "Comparing Different Units for Query Translation in Chinese Cross-language Information Retrieval", Proceedings of the 2Nd International Conference on Scalable Information Systems, ICST, Brussels, Belgium, Belgium, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2007. pdf
Sokolova, M., and G. Lapalme, "Performance Measures in Classification of Human Communications", Proceedings of the 20th Canadian Conference on Artificial Intelligence, pp. 159-170, 2007. pdf
Sokolova, M., and G. Lapalme, "Informativeness for Prediction of Negotiation Outcomes", Proceedings of the 7th international conference on Group Decision and Negotiations (GDN 2007),, vol. 2, pp. 501-511, 2007. pdf
Sokolova, M., and S. Szpakowicz, "Strategies and Language Trends in Learning Success and Failure of Negotiation", Group Decision and Negotiation,, vol. 16, pp. 469–484, 2007. pdf
Zeng, X. Q., M. W. Wang, and J-Y. Nie, "Text classification based on partial least square analysis", 22th Annual ACM Symposium on Applied Computing, 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
Bai, J., J-Y. Nie, and G. Cao, "Context-Dependent Term Relations for Information Retrieval", EMNLP, pp. 551-559, 2006. pdf
Bélanger, L., Architecture question-réponse pour l'automatisation des services d'information, : Université de Montréal, aug, 2006. pdf
Bouchard, H., and J-Y. Nie, "Modèles de langue appliqués à la recherche d'information contextuelle", Information - Interaction - Intelligence, vol. 6, no. 2, pp. 51-75, 2006.
Bouchard, H., and J-Y. Nie, "Modèles de langue appliqués à la recherche d'information contextuelle", Conférence en Recherche d?Information et Applications (CORIA), 2006.
Cao, G., J-Y. Nie, and J. Bai, "Constructing better document and query models with Markov chains", ACM-CIKM, pp. 800-801, 2006. pdf
Farzindar, A., and G. Lapalme, "Résumé multidocuments orienté par une requête complexe", Actes de la 13e conférence sur le traitement automatique des langues (TALN06), pp. 130-138, jan, 2006.
Fataicha, Y.., M.. Cheriet, J-Y. Nie, and C.Y.. Suen, "Retrieving poorly degraded OCR documents", International Journal of Document Analysis and Recognition (IJDAR), vol. 8: Springer-Verlag, pp. 15-26, 2006.

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