Publications

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2006
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.
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
2007
Bai, J., J-Y. Nie, G. Cao, and H. Bouchard, "Using query contexts in information retrieval", Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval: 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
Cao, G., J-Y. Nie, and J. Bai, "Using Markov Chains to Exploit Word Relationships in Information Retrieval", RIAO, 2007. pdf
Cao, G., J. Gao, J-Y. Nie, and W. Redmond, "A system to mine large-scale bilingual dictionaries from monolingual web", Proc. of MT Summit XI, pp. 57–64, 2007. pdf
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
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, 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
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
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., 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
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.
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

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