@conference {1614,
	title = {Meta-Learning for Neural Relation Classification with Distant Supervision},
	booktitle = {Proceedings of the 29th ACM International Conference on Information \& Knowledge Management},
	year = {2020},
	author = {Li, Zhenzhen and Nie, Jian-Yun and Wang, Benyou and Du, Pan and Zhang, Yuhan and Zou, Lixin and Li, Dongsheng}
}
@conference {1565,
	title = {Mutux at SemEval-2018 Task 1: Exploring Impacts of Context Information On Emotion Detection},
	booktitle = {Proceedings of The 12th International Workshop on Semantic Evaluation},
	year = {2018},
	publisher = {Association for Computational Linguistics},
	organization = {Association for Computational Linguistics},
	url = {http://aclweb.org/anthology/S18-1052},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/S18-1052.pdf},
	author = {Du, Pan and Nie, Jian-Yun}
}
@conference {1557,
	title = {Multi-level Abstraction Convolutional Model with Weak Supervision for Information Retrieval},
	booktitle = {The 41st International ACM SIGIR Conference on Research \& Development in Information Retrieval},
	year = {2018},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	keywords = {information retrieval, neural network, ranking},
	isbn = {978-1-4503-5657-2},
	doi = {10.1145/3209978.3210123},
	url = {http://doi.acm.org/10.1145/3209978.3210123},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/p985-nie.pdf},
	author = {Nie, Yifan and Sordoni, Alessandro and Nie, Jian-Yun}
}
@article {ding_mining_2015,
	title = {Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network},
	year = {2015},
	url = {http://ir.hit.edu.cn/~jwduan/paper/Mining\%20User\%20Consumption\%20Intention\%20from\%20Social\%20Media\%20Using\%20Domain\%20Adaptive\%20Convolutional\%20Neural\%20Network.pdf},
	author = {Ding, Xiao and Liu, Ting and Duan, Junwen and Jian-Yun Nie}
}
@proceedings {1328,
	title = {Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration},
	year = {2013},
	pages = {684-689},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/P13-2120_0.pdf},
	author = {Philippe Langlais}
}
@article {nie_multi-agent_2013,
	title = {A Multi-Agent Distributed Retrieval System},
	journal = {Proceedings of the Annual Conference of CAIS/Actes du congr{\`e}s annuel de l{\textquoteright}ACSI},
	year = {2013},
	url = {http://www.cais-acsi.ca/ojs/index.php/cais/article/view/598},
	author = {Jian-Yun Nie and Anquetil, N. and Vaucher, J.}
}
@conference {sordoni_modeling_2013,
	title = {Modeling latent topic interactions using quantum interference for information retrieval},
	booktitle = {Proceedings of the 22nd ACM international conference on Conference on information \& knowledge management},
	year = {2013},
	pages = {1197{\textendash}1200},
	publisher = {ACM},
	organization = {ACM},
	url = {http://dl.acm.org/citation.cfm?id=2507854},
	author = {Sordoni, Alessandro and He, Jing and Jian-Yun Nie}
}
@conference {1346,
	title = {Modeling term dependencies with quantum language models for IR},
	booktitle = {Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval},
	year = {2013},
	abstract = {Traditional information retrieval (IR) models use bag-of-words as the basic representation and assume that some form of independence holds between terms. Representing term dependencies and defining a scoring function capable of integrating such additional evidence is theoretically and practically challenging. Recently, Quantum Theory (QT) has been proposed as a possible, more general framework for IR. However, only a limited number of investigations have been made and the potential of QT has not been fully explored and tested. We develop a new, generalized Language Modeling approach for IR by adopting the probabilistic framework of QT. In particular, quantum probability could account for both single and compound terms at once without having to extend the term space artificially as in previous studies. This naturally allows us to avoid the weight-normalization problem, which arises in the current practice by mixing scores from matching compound terms and from matching single terms. Our model is the first practical application of quantum probability to show significant improvements over a robust bag-of-words baseline and achieves better performance on a stronger non bag-of-words baseline.},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/p653-sordoni.pdf},
	author = {Sordoni, Alessandro and Jian-Yun Nie and Yoshua Bengio}
}
@mastersthesis {Lavallee10MSc,
	title = {Moranapho : Apprentissage non supervis{\'e} de la morphologie d{\textquoteright}une langue par g{\'e}n{\'e}ralisation de relations analogiques},
	year = {2010},
	month = {oct},
	school = {Universit{\'e} de Montr{\'e}al},
	type = {masters},
	address = {Montr{\'e}al},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/LavalleeJF-MSc.pdf},
	author = {Jean-Fran{\c c}ois Lavall{\'e}e}
}
@inbook {shi2010modeling,
	title = {Modeling variable dependencies between characters in Chinese information retrieval},
	booktitle = {Information Retrieval Technology},
	year = {2010},
	pages = {539{\textendash}551},
	publisher = {Springer},
	organization = {Springer},
	author = {Shi, Lixin and Jian-Yun Nie}
}
@article {1544,
	title = {Multi-format environmental information dissemination: Selective and personalized environmental information display -- Scope statement},
	year = {2010},
	type = {Report},
	abstract = {Multi-format environmental information dissemination" is a large-scale project which involves a large variety of research domains. This document focuses on selective and personalized environmental information display. That is, we seek for new methods of displaying environmental information in a meaningful and customized way. We argue that Environment Canada current visualization system presents some limitations: we describe them and we provide a survey of the state of the art in existing environmental visualization systems. After having identified our objectives, we present two prototypes of information visualization. Finally, we synthesize our considerations and we shed some light on future research axes.},
	url = {http://rali.iro.umontreal.ca/EnvironmentalInfo/scope-statement/scope-statement.html},
	author = {Sordoni, Alessandro}
}
@conference {Farzindar09AI09,
	title = {Machine Translation of Legal Information and Its Evaluation},
	booktitle = {Canadian AI {\textquoteright}09: Proceedings of the 22nd Canadian Conference on Artificial Intelligence},
	series = {Lecture Notes in Artificial Intelligence},
	year = {2009},
	month = {jun},
	pages = {64{\textendash}73},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	address = {Kelowna, Canada},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/AI09-TRANSLI-Farzindar.pdf},
	author = {Atefeh Farzindar and Guy Lapalme}
}
@conference {Lavallee::09::MorphoChallenge,
	title = {Morphological acquisition by formal analogy},
	booktitle = {Morpho Challenge 2009},
	year = {2009},
	month = {oct.},
	address = {Corfu, Greece},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/lavallee-paperCLEF2009.pdf},
	author = {Jean-Fran{\c c}ois Lavall{\'e}e and Philippe Langlais}
}
@article {H.Bouchard2006,
	title = {Mod{\`e}les de langue appliqu{\'e}s {\`a} la recherche d{\textquoteright}information contextuelle},
	journal = {Information - Interaction - Intelligence},
	volume = {6},
	number = {2},
	year = {2006},
	pages = {51-75},
	author = {H. Bouchard and Jian-Yun Nie}
}
@conference {Bouchard_06:Mod_les,
	title = {Mod{\`e}les de langue appliqu{\'e}s {\`a} la recherche d{\textquoteright}information contextuelle},
	booktitle = {Conf{\'e}rence en Recherche d?Information et Applications (CORIA)},
	year = {2006},
	author = {Hugues Bouchard and Jian-Yun Nie}
}
@conference {patry:lrec:2006,
	title = {MOOD: A Modular Object-Oriented Decoder for Statistical Machine Translation},
	booktitle = {5th LREC},
	year = {2006},
	month = {May},
	pages = {709{\textendash}714},
	address = {Genoa, Italy},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/patry_gotti_langlais_2006_lrec.pdf},
	author = {Patry, Alexandre and Fabrizio Gotti and Philippe Langlais}
}
@conference {Alvarez_04:Mots,
	title = {Mots compos{\'e}s dans les mod{\`e}les de langue pour la recherche d{\textquoteright}information},
	booktitle = {11e {\'e}dition de la conf{\'e}rence sur le Traitement Automatique des Langues Naturelles (TALN)},
	year = {2004},
	month = {apr},
	pages = {11-16},
	author = {Carmen Alvarez and Philippe Langlais and Jian-Yun Nie}
}
@inbook {Boughanem_04:Mod_les,
	title = {Mod{\`e}les de langue pour la recherche d{\textquoteright}informations, dans Les syst{\`e}mes de recherche d{\textquoteright}informations},
	year = {2004},
	pages = {163-184},
	publisher = {ed. M. Ihadjadene, Hermes},
	organization = {ed. M. Ihadjadene, Hermes},
	chapter = {Mod{\`e}les conceptuels},
	author = {M. Boughanem and W. Kraaij and Jian-Yun Nie}
}
@inbook {Nie_04:Mod_les,
	title = {Mod{\`e}les probabilistes en recherche d{\textquoteright}information, dans Les syst{\`e}mes de recherche d{\textquoteright}informations},
	year = {2004},
	pages = {55-76},
	publisher = {ed. M. Ihadjadene, Hermes},
	organization = {ed. M. Ihadjadene, Hermes},
	chapter = {Mod{\`e}les conceptuels},
	author = {Jian-Yun Nie and J. Savoy}
}
@conference {paradis04a,
	title = {MBOI : Un outil pour la veille d{\textquoteright}opportunit{\'e}s sur l{\textquoteright}Internet},
	booktitle = {Colloque sur la Veille Strategique Scientifique et Technologique, Toulouse, France},
	year = {2004},
	month = {oct},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/VSST2004-final.pdf},
	author = {Fran{\c c}ois Paradis and Quing Ma and Jian-Yun Nie and St{\'e}phane Vaucher and Jean-Fran{\c c}ois Garneau and Robert G{\'e}rin-Lajoie and Arman Tajarobi}
}
@mastersthesis {Alvarez03:Mod_les,
	title = {Mod{\`e}les de langue et recherche d{\textquoteright}information},
	year = {2003},
	school = {Universit{\'e} de Montreal},
	type = {masters},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/memoire-20040510.pdf},
	author = {Carmen Alvarez}
}
@article {Lapalme03:Merkure:,
	title = {Merkure: un projet de suivi automatique au courrier {\'e}lectronique},
	journal = {Seminaire du g{\'e}nie informatique, Ecole Polytechnique de Montr{\'e}al},
	year = {2003},
	month = {feb},
	author = {Guy Lapalme}
}
@article {Lapalme03:MDA,
	title = {MDA in XML: un syst{\`e}me auteur bas{\'e} sur XML},
	journal = {S{\'e}minaire de l{\textquoteright}IRIN},
	year = {2003},
	month = {mar},
	author = {Guy Lapalme}
}
@article {Lapalme03:Mercure,
	title = {Mercure: Towards an Automatic E-Mail Follow-up System},
	journal = {IEEE Computational Intelligence Bulletin},
	volume = {2},
	number = {1},
	year = {2003},
	month = {jul},
	pages = {14-18},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/MercureIEEECompInt.pdf},
	author = {Guy Lapalme and Leila Kosseim}
}
@conference {lapalmebrun03,
	title = {MDA-XML: une exp{\'e}rience de r{\'e}daction contr{\^o}l{\'e}e multilingue bas{\'e}e sur XML},
	booktitle = {TALN 2003},
	year = {2003},
	month = {jun},
	pages = {379{\textendash}384},
	address = {Batz-sur-Mer},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/LapalmeTALN03.pdf},
	author = {Guy Lapalme and Caroline Brun and Marc Dymetman}
}
@article {Lapalme2003,
	title = {MDA in XML: un syst{\`e}me auteur bas{\'e} sur XML},
	journal = {Seminaire RALI-OLST},
	year = {2003},
	month = {jan},
	author = {Guy Lapalme}
}
@conference {Plamondon03:Multilinguisme,
	title = {Multilinguisme et question-r{\'e}ponse: adaptation d{\textquoteright}un syst{\`e}me monolingue},
	booktitle = {Actes de la Dixi{\`e}me Conf{\'e}rence Nationale sur le Traitement Automatique des Langues Naturelles (TALN 2003)},
	volume = {2},
	year = {2003},
	month = {jul},
	pages = {107-116},
	address = {Batz-sur-Mer, France},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/Publications.UdeM-taln-03.pdf},
	author = {Luc Plamondon and George Foster}
}
@mastersthesis {SimardMPhD,
	title = {M{\'e}moires de traduction sous-phrastiques},
	year = {2003},
	school = {Universit{\'e} de Montr{\'e}al, D{\'e}partement d{\textquoteright}informatique et de recherche op{\'e}rationnelle},
	type = {phdTh{\`e}se de doctorat},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/michelphd.pdf},
	author = {Michel Simard}
}
@conference {Langlais02:Merging,
	title = {Merging Example-Based and Statistical Machine Translation: An Experiment},
	booktitle = {The fifth Conference of Association for Machine Translation in the Americas (AMTA), Tiburon, California},
	year = {2002},
	month = {oct},
	pages = {104-114},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/amta-2002.pdf},
	author = {Philippe Langlais and Michel Simard}
}
@conference {Nie_02:A,
	title = {A multilingual approach to multilingual information retrieval},
	booktitle = {dvances in Cross-Language Information Retrieval, Third Workshop of the Cross-Language Evaluation Forum, CLEF 2002, Rome},
	year = {2002},
	month = {sep},
	pages = {101-110},
	author = {Jian-Yun Nie and F. Jin}
}
@conference {George00:A,
	title = {A Maximum Entropy/Minimum Divergence Translation Model},
	booktitle = {ACL},
	year = {2000},
	note = {TransType},
	address = {Hong Kong},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/memd-acl00.pdf},
	author = {George Foster}
}
@conference {Nie00:Multilingual,
	title = {Multilingual information retrieval based on parallel texts from the web},
	booktitle = {Cross-Language Information Retrieval and Evaluation CLEF2000},
	year = {2000},
	month = {sep},
	pages = {188-201},
	address = {Lisbon},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/CLEF2000.ps},
	author = {Jian-Yun Nie and Simard, M. and Foster, G.}
}
@conference {J-Y.Nie2000,
	title = {Multilingual information retrieval based on parallel texts from the web},
	booktitle = {Cross-Language Information Retrieval and Evaluation, CLEF2000, Lisbon},
	year = {2000},
	month = {sep},
	pages = {188-201},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/0CLEF2000.ps},
	author = {Jian-Yun Nie and Simard, M.}
}
@conference {Nie_00:Multilingual,
	title = {Multilingual information retrieval based on parallel texts from the Web},
	booktitle = {CLEF-Workshop of the Cross-Language Evaluation Forum, Lecture Notes in Computer Science Nb. 2069, Springer},
	year = {2000},
	month = {sep},
	pages = {188-201},
	author = {Jian-Yun Nie and Michel Simard and George Foster}
}
@conference {Hamard_99:A,
	title = {A Multi-Level Agent System for Digital Libraries},
	booktitle = {AOIS},
	year = {1999},
	pages = {77-91},
	address = {Seattle},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/DL.ps},
	author = {K. Hamard and Jian-Yun Nie and G. Bochmann and R. Godin and B. Kerherv{\'e} and T. Radhakrishnan and R. Shinghal and J.M. Turner and F. Berouti and F.P. Ferrie}
}
@conference {Philippe_98:Methods,
	title = {Methods and Practical Issues in Evaluating Alignment Techniques},
	booktitle = {Proceedings of COLING-ACL 98},
	year = {1998},
	address = {Montr{\'e}al, Qu{\'e}bec},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/acl.pdf},
	author = {Philippe Langlais and Michel Simard and Jean V{\'e}ronis}
}
@conference {Elliott97:MT,
	title = {MT R\&D in Canada},
	booktitle = {Proceedings of MT Summit VI},
	year = {1997},
	pages = {200-210},
	address = {San Diego, California},
	author = {Elliott Macklovitch}
}
@conference {Lepage95:A,
	title = {A multivalued conditional logic with probabilistic interpretation for causal decision theory},
	booktitle = {Australian Joint Conference on Artificial Intelligence},
	year = {1995},
	month = {nov},
	pages = {411-418},
	address = {Canberra},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/AIJCAI95.ps},
	author = {F. Lepage and Jian-Yun Nie}
}
@mastersthesis {Rousseau1995,
	title = {Mod{\'e}lisation et simulation de conversations dans un univers multi-agent},
	year = {1995},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/PhD_Rousseau.pdf},
	author = {Daniel Rousseau}
}
@conference {MoulinB.1994,
	title = {A multi-agent approach for modelling conversations},
	booktitle = {Fourteenth International Avignon Conference AI 94, Natural Language Processing sub-conference},
	year = {1994},
	month = {jun},
	pages = {35{\textendash}50},
	address = {Paris},
	author = {Moulin, B. and D. Rousseau and Guy Lapalme}
}
@booklet {pr_mmorph94,
	title = {MMORPH - The Multext Morphology Program},
	number = {2.3.1},
	year = {1994},
	type = {{Multext} deliverable},
	author = {Dominique Petitpierre and Graham Russell}
}
@article {potvin94microcomputer,
	title = {A Microcomputer Assistant for the Development of Vehicle Routing and Scheduling Heuristics},
	journal = {Decision Support Systems},
	volume = {12},
	number = {1},
	year = {1994},
	pages = {41{\textendash}56},
	author = {Potvin, J.-Y. and Guy Lapalme and Rousseau, J.-M.}
}
@conference {P_93:Machine_Aided,
	title = {Machine-Aided Human Translation and the Paradigm Shift},
	booktitle = {Proceedings of the Fourth Machine Translation Summit},
	year = {1993},
	address = {Kobe, Japon},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/MT_parad_shift.ps},
	author = {Isabelle, P.}
}
@conference {Nie_93:A,
	title = {A multi-agent distributed retrieval system},
	booktitle = {Annual conference of the Canadian Association for Information Systems},
	year = {1993},
	month = {jul},
	pages = {150-162},
	author = {Jian-Yun Nie and Nicolas Anquetil and Jean Vaucher}
}
@conference {rousseau93model,
	title = {A Model of Speech Act Planner adapted to Multiagent Universes},
	booktitle = {Proceedings of the Workshop on Intentionality and Structure in Discourse Relations},
	year = {1993},
	month = {jun},
	pages = {110-113},
	publisher = {Special Interest Group on Generation},
	organization = {Special Interest Group on Generation},
	author = {D. Rousseau and Guy Lapalme and Moulin, B.},
	editor = {Rambow, O.}
}
@conference {Rousseau1993,
	title = {Mod{\'e}lisation des conversations bas{\'e}e sur une perspective de syst{\`e}mes multiagents},
	booktitle = {Colloque Informatique et langue naturelle},
	year = {1993},
	month = {dec},
	pages = {129{\textendash}150},
	publisher = {Institut de Recherche en Informatique de Nantes, Universite de Nantes {\textendash} Ecole Centrale},
	organization = {Institut de Recherche en Informatique de Nantes, Universite de Nantes {\textendash} Ecole Centrale},
	author = {D. Rousseau and Moulin, B. and Guy Lapalme}
}
@conference {malenfant90metaclasses,
	title = {Metaclasses for Metaprogramming in Logic},
	booktitle = {Meta-90: workshop on meta-programming in logic},
	year = {1990},
	month = {apr},
	pages = {257{\textendash}271},
	address = {Leuven, Belgium},
	author = {J. Malenfant and Guy Lapalme and Vaucher, J.}
}
@conference {rcw_inh90,
	title = {Multiple Default Inheritance in a Unification-Based Lexicon},
	booktitle = {Proceedings of the Workshop on Inheritance in Natural Language Processing},
	year = {1990},
	pages = {93{\textendash}102},
	address = {Tilburg},
	author = {Graham Russell and John Carroll and Susan Warwick},
	editor = {Walter Daelemans and Gerald Gazdar}
}
@article {lapalme89micro,
	title = {Micro-Scheme},
	journal = {Bigre num{\'e}ro sp{\'e}cial {\textquoteleft}{\textquoteleft}Putting Scheme to Work{\textquoteright}{\textquoteright}},
	number = {65},
	year = {1989},
	month = {jul},
	pages = {100-110},
	author = {Guy Lapalme and Feeley, M.}
}
@conference {senteni89modelling,
	title = {Modelling Complex Behavior in Discrete Event Simulation with Actors},
	booktitle = {Proceedings SCSC{\textquoteright}89 Summer Simulation Conference},
	year = {1989},
	month = {jul},
	address = {Austin, Texas},
	author = {Senteni, A. and Sall{\'e}, P. and Guy Lapalme}
}
@conference {major88macromolecular,
	title = {Macromolecular Dynamics Using High-Level Logical Rules},
	year = {1988},
	publisher = {Canadian Institute for Advanced Research},
	organization = {Canadian Institute for Advanced Research},
	address = {Ste-Marguerite},
	author = {Major, F. and Cedergren, R. and Guy Lapalme}
}
