Publications
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"Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus",
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Paris, France, European Language Resources Association (ELRA), may, 2018.
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"Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition",
Transactions of the Association for Computational Linguistics, vol. 9, pp. 586-604, 07, 2021.
"Robust Lexical Features for Improved Neural Network Named-Entity Recognition",
Proceedings of the 27th International Conference on Computational Linguistics: Association for Computational Linguistics, 2018.
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"Coreference in Wikipedia: Main Concept Resolution",
Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL 2016), Berlin, Germany, August, 2016.
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"Leveraging distant supervision for improved named entity recognition",
DIRO, vol. PhD: Papyrus, pp. 147, 2021.
"Contextualized Word Representations from Distant Supervision with and for NER",
Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019), Hong Kong, China, Association for Computational Linguistics, 2019.
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"Task Knowledge in Abstractive Summarization",
RALI - internal report, pp. 10 pages, 02/2015.
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Système symbolique de création de résumés de mise à jour,
: Université de Montréal, April, 2009.
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"Jusqu'où peut-on aller avec des méthodes par extraction pour la rédaction de résumés?",
TALN 2010, Montréal, Québec, Canada, pp. 10 pages, Jul, 2010.
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"ABSUM: a Knowledge-Based Abstractive Summarizer",
RALI - internal report, pp. 34 pages, 09/2014.
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"Génération de résumés par abstraction",
Département d’informatique et de recherche opérationnelle, Montréal, Université de Montréal, pp. 80, 10/2013.
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"Generated Abstracts for TAC 2011",
Proceedings of the Fourth Text Analysis Conference, Gaithersburg, Maryland, USA, National Institute of Standards and Technology, November, 2011.
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"Fully Abstractive Approach to Guided Summarization",
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Jeju Island, Korea, Association for Computational Linguistics, pp. 354-358, July, 2012.
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"A Symbolic Summarizer for the Update Task of TAC 2008",
Proceedings of the First Text Analysis Conference, Gaithersburg, Maryland, USA, NIST, Nov, 2008.
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"Framework for Abstractive Summarization using Text-to-Text Generation",
Proceedings of the Workshop on Monolingual Text-To-Text Generation, Portland, Oregon, USA, Association for Computational Linguistics, June, 2011.
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"Text Generation for Abstractive Summarization",
Proceedings of the Third Text Analysis Conference, Gaithersburg, Maryland, USA, National Institute of Standards and Technology, 2010.
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"A Symbolic Summarizer with 2 Steps of Sentence Selection for TAC 2009",
Proceedings of the Second Text Analysis Conference, Gaithersburg, Maryland, USA, Nov, 2009.
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Génération automatique de résumés textuels,
, pp. 46 pages, 03/2010.
"Deep Learning for Automatic Summary Scoring",
Proceedings of the Workshop on Automatic Text Summarization: Canadian AI, pp. 17-28, May, 2011.
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"HEXTAC: the Creation of a Manual Extractive Run",
Proceedings of the Second Text Analysis Conference, Gaithersburg, Maryland, USA, Nov, 2009.
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"Clickthrough-based translation models for web search: from word models to phrase models",
Proceedings of the 19th ACM international conference on Information and knowledge management: ACM, pp. 1139–1148, 2010.
"Resolving Query Translation Ambiguity using a Decaying Co-occurrence Model and Syntactic Dependence Relations",
25th ACM-SIGIR, Tampere, Finland, aug, 2002.
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"Exploiting query logs for cross-lingual query suggestions",
ACM Transactions on Information Systems (TOIS), vol. 28, no. 2: ACM, pp. 6, 2010.
"Linear Discriminant Model for Information Retrieval",
ACM-SIGIR, Salvador, Brazil, pp. 290-297, aug, 2005.
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"Towards concept-based translation models using search logs for query expansion",
Proceedings of the 21st ACM international conference on information and knowledge management: ACM, pp. 1, 2012.