Publications
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"Learning Career Progression by Mining Social Media Profiles",
Advances in Artificial Intelligence, Cham, Springer International Publishing, 2019.
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"Predictive Models for Career Progression",
Informatique et recherche opérationnelle, vol. M.Sc., pp. 56, 09/2018.
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"Learning opinions in user-generated Web content",
Natural Language Engineering, vol. 17, no. 4, pp. 541-567, mar, 2011.
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"Strategies and Language Trends in Learning Success and Failure of Negotiation",
Group Decision and Negotiation,, vol. 16, pp. 469–484, 2007.
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"Verbs as the most affective words",
Proceedings of the international Symposium on Affective Language in Human and Machine, UK, Scotland, Aberdeen, pp. 73–76, apr, 2008.
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"How much do we say? Using informativeness of negotiation records for early prediction of negotiation outcomes",
Group Decision and Negotiation, vol. 21, issue 3, pp. 363-379, 04/2012.
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"The Telling Tail: Signals of Success in Electronic Negotiation Texts",
Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), India, Hyderabad, pp. 257–264, 2008.
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"Opinion Learning without Emotional Words",
Canadian AI'2009 the 22nd Canadian Conference on Artificial Intelligence, Kelowna, British Columbia, Springer-Verlag, pp. 253-256, may, 2009.
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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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"Performance Measures in Classification of Human Communications",
Proceedings of the 20th Canadian Conference on Artificial Intelligence, pp. 159-170, 2007.
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"Opinion Classification with Non-affective Adjectives and Adverbs",
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP'2009), Borovets, Bulgaria, sep, 2009.
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"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.
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"A Systematic Analysis of Performance Measures for Classification Tasks",
Information Processing and Management, vol. 45, no. 4, pp. 427-437, jul, 2009.
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"Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions",
Proceedings of the 20th Canadian Conference on Artificial Intelligence (AI 2008),, vol. 5032, Windsor, pp. 320–331, may, 2008.
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"Extraction de données Web par couplage entre structures HTML avec une ontologie commune",
Acte de conférence des Journées francophones d?Extraction et de Gestion des Connaissances (EGC 2003), pp. 139-142, jan, 2003.
"Heterogeneous Web data extraction using ontology",
The AI-2002 Workshop on Business Agents and the Semantic Web, Calgary, may, 2002.
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"Heterogeneous Web data extraction using ontology",
AOIS, may, 2001.
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"Automatic Restoration of Accents in French Text",
Centre d'innovation en technologies de l'information, Laval, Canada., 1996.
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"Sub-sentential exploitation of translation memories",
MT Summit VIII, Santiago de Compostela, Spain, sep, 2001.
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Mémoires de traduction sous-phrastiques,
: Université de Montréal, Département d'informatique et de recherche opérationnelle, 2003.
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"Real-time automatic insertion of accents in French text",
Natural Language Engineering, vol. 7, no. 2, pp. 149-165, jun, 2001.
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"The BAF: A Corpus of English-French Bitext",
Proceedings of LREC 98, Granada, Spain, 1998.
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"Statistical Translation Alignment with Compositionality Constraints",
NAACL 2003 Workshop on Building and Using Parallel Texts: Data Driven Machine Translation and Beyond, Edmonton Canada, may, 2003.
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"Translation Spotting for Translation Memories",
NAACL 2003 Workshop on Building and Using Parallel Texts: Data Driven Machine Translation and Beyond, Edmonton, may, 2003.
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"Une approche à la traduction automatique statistique par segments discontinus",
12e Conference sur le Traitement Automatique des Langues Naturelles (TALN), Dourdan, France, pp. 233-242, jan, 2005.
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