Publications
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"The LIA-Thales Summarization System at DUC 2006",
Document understanding Conference, Brooklyn, NIST, pp. 10 pages, jun, 2006.
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Résumé automatique de commentaires de consommateurs,
: Université de Montréal, aug, 2006.
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"Confidence Estimation for NLP Applications",
Transactions on Speech and Language Processing, vol. 3, no. 3, pp. 1-29, oct, 2006.
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"A Study of Statistical Models for Query Translation: Finding a Good Unit of Translation",
ACM-SIGIR, pp. 194-201, 2006.
Statistical Query Translation Models for Cross-language Information Retrieval,
, vol. 5, New York, NY, USA, ACM, pp. 323–359, 2006.
"A supervised learning approach to entity search",
Information Retrieval Technology: Springer, pp. 54–66, 2006.
"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.
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"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.
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"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.
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"Compréhension et multilinguisme",
Compréhension automatique des langues et interaction, Paris, Hermes Science, pp. 18 pages, apr, 2006.
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"An information-theoretic approach to automatic evaluation of summaries",
HLT-NAACL, pp. 463-470, 2006.
"An Iterative Implicit Feedback Approach to Personalized Search",
COLING-ACL, pp. 551-559, 2006.
"TransType2: The Last Word",
Proceedings of LREC 2006, Genoa, Italy, may, 2006.
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"Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features",
Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), 2006.
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"Inferential Language Models for Information Retrieval",
ACM Transactions on Asian Information Processing (TALIP), vol. 5, New York, NY, USA, ACM, pp. 296–322, 2006.
"Toward a unified approach to cross-lingual and multilingual information retrieval",
Digital Library Forum, vol. 9, 2006.
"MOOD: A Modular Object-Oriented Decoder for Statistical Machine Translation",
5th LREC, Genoa, Italy, pp. 709–714, May, 2006.
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"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.
"Process-Specific Information for Learning Electronic Negotiation Outcomes",
Fundamenta Informaticae,, vol. 74, 2006.
"Filtering or adapting: Two strategies to exploit noisy parallel corpora for cross-language information retrieval",
ACM-CIKM, pp. 814-815, 2006.
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"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.
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"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.
"Query Expansion Using Term Relationships in Language Models for Information Retrieval",
ACM-CIKM, nov, 2005.
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"Integrating Compound Terms in Bayesian Text Classification",
Web Intelligence, Compiègne, France, sep, 2005.
"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.
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