Publications

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2006
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
Feiguina, O., Résumé automatique de commentaires de consommateurs, : Université de Montréal, aug, 2006. pdf
Gandrabur, S., G. Foster, and G. Lapalme, "Confidence Estimation for NLP Applications", Transactions on Speech and Language Processing, vol. 3, no. 3, pp. 1-29, oct, 2006. pdf
Gao, J., J-Y. Nie, and M. Zhou, Statistical Query Translation Models for Cross-language Information Retrieval, , vol. 5, New York, NY, USA, ACM, pp. 323–359, 2006.
Gao, J., and J-Y. Nie, "A Study of Statistical Models for Query Translation: Finding a Good Unit of Translation", ACM-SIGIR, pp. 194-201, 2006.
Hu, G., J. Liu, H. Li, Y. Cao, J-Y. Nie, and J. Gao, "A supervised learning approach to entity search", Information Retrieval Technology: Springer, pp. 54–66, 2006.
Kadri, Y., and J-Y. Nie, "Effective stemming for Arabic information retrieval", The Challenge of Arabic for NLP/MT, International Conf. at the British Computer Society (BCS), pp. 68-74, 2006. pdf
Kadri, Y., and J-Y. Nie, "Improving query translation with confidence estimation for cross-language information retrieval", CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management, pp. 818-819, 2006. pdf
Lapalme, G., and E. Macklovitch, "Compréhension et multilinguisme", Compréhension automatique des langues et interaction, Paris, Hermes Science, pp. 18 pages, apr, 2006. pdf
Lapalme, G., and E. Macklovitch, "TransType2: une nouvelle approche pour un système d'aide à la traduction", Technologies langagières et apprentissage des langues, Montréal, ACFAS, pp. 141-151, mar, 2006. pdf
Lin, C. - Y., G. Cao, and J-Y. Nie, "An information-theoretic approach to automatic evaluation of summaries", HLT-NAACL, pp. 463-470, 2006.
Lv, Y., L. Sun, J. Zhang, J-Y. Nie, W. Chen, and W. Zhang, "An Iterative Implicit Feedback Approach to Personalized Search", COLING-ACL, pp. 551-559, 2006.
Macklovitch, E., "TransType2: The Last Word", Proceedings of LREC 2006, Genoa, Italy, may, 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
Nie, J-Y., G. Cao, and J. Bai, "Inferential Language Models for Information Retrieval", ACM Transactions on Asian Information Processing (TALIP), vol. 5, New York, NY, USA, ACM, pp. 296–322, 2006.
Nie, J-Y., "Toward a unified approach to cross-lingual and multilingual information retrieval", Digital Library Forum, vol. 9, 2006.
Patry, A., F. Gotti, and P. Langlais, "MOOD: A Modular Object-Oriented Decoder for Statistical Machine Translation", 5th LREC, Genoa, Italy, pp. 709–714, May, 2006. pdf
Robert, J-M., L. Moulet, G. Lizarralde, C. H. Davidson, J-Y. Nie, and L D. Sylva, "Finding Out: A system for providing rapid and reliable answers to questions in the construction sector", Journal of Construction Innovation, vol. 6, no. 4, pp. 250-261, 2006.
Shah, M., M. Sokolova, and S. Szpakowicz, "Process-Specific Information for Learning Electronic Negotiation Outcomes", Fundamenta Informaticae,, vol. 74, 2006.
Shi, L., and J-Y. Nie, "Filtering or adapting: Two strategies to exploit noisy parallel corpora for cross-language information retrieval", ACM-CIKM, pp. 814-815, 2006. pdf
Sokolova, M., N. Japkowicz, and S. Szpakowicz, "Beyond Accuracy, F-score and ROC: a Family of Discriminant Measures for Performance Evaluation", Proceedings of the AAAI'06 workshop on Evaluation Methods for Machine Learning, 2006. pdf
2005
Alvarez, C., A I. Oumohmed, M. Mignotte, and J-Y. Nie, "Toward Cross-Language and Cross-Media Image Retrieval", Proc. of CLEF2004, Multilingual Information Access for Text, Speech and Images: Results of the Fifth CLEF Evaluation Campaign, 2005.
Bai, J., J-Y. Nie, and G. Cao, "Integrating Compound Terms in Bayesian Text Classification", Web Intelligence, Compiègne, France, sep, 2005.
Bai, J., D. Song, P. Bruza, J-Y. Nie, and G. Cao, "Query Expansion Using Term Relationships in Language Models for Information Retrieval", ACM-CIKM, nov, 2005. pdf
Bélanger, L., and G. Lapalme, "Identification des rôles sémantiques par la classification", Comptes rendus des 12es Rencontres de la {Société Francophone de Classification}, Montréal, Société Francophone de Classification, pp. 59–62, may, 2005. pdf

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