Publications

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Author Title [ Year(Desc)]
2014
Malenfant, B., Résumés automatiques d’articles scientifiques basé sur les citations, , Montréal, Université de Montréal, 12/2014. pdfpdf
Mouine, M., "Présentation personnalisée des informations environnementales", Informatique et recherche opérationnelle, vol. Ph.D., pp. 129, 06/2014. pdfpdf
Sadat, F., F. Kazemi, and A. Farzindar, "Automatic Identification of Arabic Language Varieties and Dialects in Social Media", Proceedings of the Second Workshop on Natural Language Processing for Social Media (SocialNLP): Association for Computational Linguistics and Dublin City University, pp. 22-27, 08/2014. pdf
Sadat, F., F. Kazemi, and A. Farzindar, "Automatic identification of Arabic dialects in social media.", SoMeRA 2014: International Workshop on Social Media Retrieval and Analysis: SIGIR 2014, pp. 6 pages, 07/2014. pdf
Sadat, F., F. Mallek, M. Boudabous, R. Sellami, and A. Farzindar, "Collaboratively Constructed Linguistic Resources for Language Variants and their Exploitation in NLP Application -- the case of Tunisian Arabic and the Social Media", Proceedings of Workshop on Lexical and Grammatical Resources for Language Processing, Dublin, Ireland, Association for Computational Linguistics and Dublin City University, pp. 102-110, 08/2014. pdf
Shen, W., J-Y. Nie, X. Liu, and X.. Liui, "An investigation of the effectiveness of concept-based approach in medical information retrieval", Proceedings of the ShARe/CLEF eHealth Evaluation Lab, 2014.
Sordoni, A., Y. Bengio, and J-Y. Nie, "Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization", Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014.
Sordoni, A., and J-Y. Nie, "Looking at Vector Space and Language Models for IR Using Density Matrices", Quantum Interaction: Springer Berlin Heidelberg, pp. 147–159, 2014.
Vaudry, P-L., "Génération de récits cohérents à partir de données sur des agents", Département d'informatique: Université de Montréal, pp. 50 pages, 09/2014. pdf
2015
Bouchoucha, A., X. Liu, and J-Y. Nie, "Towards Query Level Resource Weighting for Diversified Query Expansion", Advances in Information Retrieval: Springer International Publishing, pp. 1–12, 2015.
Bouchoucha, A., "Diversified Query Expansion [Soutenance de thèse]", Informatique et recherche opérationnelle, vol. Ph.D., pp. 164, 07/2015. pdf
Ding, X., T. Liu, J. Duan, and J-Y. Nie, Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network, , 2015.
Dridi, H E., and G. Lapalme, "Détection d’évènements à partir de Twitter", TAL, vol. 54, issue 3, pp. 39, 05/2015. pdf
Farzindar, A., and M. Roche, "Les défis du traitement automatique du langage pour l’analyse des réseaux sociaux", TAL, vol. 54, issue 3, pp. 10, 05/2015. pdf
Genest, P-E., and G. Lapalme, "Task Knowledge in Abstractive Summarization", RALI - internal report, pp. 10 pages, 02/2015. pdf
Gotti, F., K. Heffner, and G. Lapalme, "XSDGuide - Automated Generation of Web Interfaces from XML Schemas: A Case Study for Suspicious Activity Reporting", Balisage 2015, 08/2015.
Inkpen, D., J. Liu, A. Farzindar, F. Kazemi, and D. Ghazi, "Detecting and Disambiguating Locations Mentioned in Twitter Messages", 16th International Conference on Intelligent Text Processing and Computational Linguistics, Cairo, Egypt, 04/2015. pdf
Jakubina, L., and P. Langlais, "Projective methods for mining missing translations in DBpedia", Proceedings of the Eighth Workshop on Building and Using Comparable Corpora, Beijing, China, Association for Computational Linguistics, July, 2015. pdf
Jridi, J E., and G. Lapalme, "Improving Document Exchanges in the supply Chain", 3rd Workshop on Formal Semantics for the Future Enterprise, Poznań, Poland, Springer, june, 2015. pdf
Molins, P., JSrealB : Approche systématique pour la réalisation multilingue de textes, , 2015. pdfpdf
Molins, P., and G. Lapalme, "JSrealB: A bilingual text realizer for web programming", European Natural Language Generation 2015 workshop (ENLG 2015), 9/2015. pdf
Nie, J-Y., and W. Shen, "Flexible Concept Matching for Medical Information Retrieval", Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on: IEEE, 2015.
Shen, W., and J-Y. Nie, "Is Concept Mapping Useful for Biomedical Information Retrieval?", Experimental IR Meets Multilinguality, Multimodality, and Interaction: Springer International Publishing, pp. 281–286, 2015.
Sordoni, A., Y. Bengio, H. Vahabi, C. Lioma, J. Grue Simonsen, and J-Y. Nie, "A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion", Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, New York, NY, USA, ACM, 2015. pdf
Sordoni, A., M. Galley, M. Auli, C. Brockett, Y. Ji, M. Mitchell, J-Y. Nie, J. Gao, and B. Dolan, "A neural network approach to context-sensitive generation of conversational responses", arXiv preprint arXiv:1506.06714, 2015. pdf

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