| 2024 | AI | Same File Prediction: A New Pretraining Objective for BERT-like Transformers. | Jean-Thomas Baillargeon, Luc Lamontagne |
| 2024 | FlAIRS | Assessing the Impact of Sequence Length Learning on Classification Tasks for Transformer Encoder Models. | Jean-Thomas Baillargeon, Luc Lamontagne |
| 2024 | NAACL | SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts. | Jean-Thomas Baillargeon, Luc Lamontagne |
| 2023 | INLG | Guided Beam Search to Improve Generalization in Low-Resource Data-to-Text Generation. | Nicolas Garneau, Luc Lamontagne |
| 2021 | ICAIL | Plum2Text: a french | Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Dziel |
| 2021 | ICAIL | CriminelBART: a French Canadian legal language model specialized in criminal law. | Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Dziel |
| 2021 | INLG | Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process. | Nicolas Garneau, Luc Lamontagne |
| 2020 | FlAIRS | Encoding Neighbor Information into Geographical Embeddings Using Convolutional Neural Networks. | Christopher Blier-Wong, Jean-Thomas Baillargeon, Hlne Cossette, Luc Lamontagne, Etienne Marceau |
| 2020 | INLG | Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations. | David Beauchemin, Nicolas Garneau, Eve Gaumond, Pierre-Luc Dziel, Richard Khoury, Luc Lamontagne |
| 2020 | LREC | A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well. | Nicolas Garneau, Mathieu Godbout, David Beauchemin, Audrey Durand, Luc Lamontagne |
| 2019 | AI | Weighting Words Using Bi-Normal Separation for Text Classification Tasks with Multiple Classes. | Jean-Thomas Baillargeon, Luc Lamontagne, tienne Marceau |
| 2019 | AI | Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks. | Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne |
| 2018 | EMNLP | Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. | Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne |
| 2017 | CEC | Time Adaptive Dual Particle Swarm Optimization. | Ulysse Ct Allard, Gabriel Dub, Richard Khoury, Luc Lamontagne, Benoit Gosselin, Franois Laviolette |
| 2017 | ENASE | Investigating the Prioritization of Unit Testing Effort using Software Metrics. | Fadel Tour, Mourad Badri, Luc Lamontagne |
| 2016 | AI | Word Normalization Using Phonetic Signatures. | Vincent Jahjah, Richard Khoury, Luc Lamontagne |
| 2016 | FlAIRS | Building User Interest Profiles Using DBpedia in a Question Answering System. | Jonathan Bergeron, Aron Schmidt, Richard Khoury, Luc Lamontagne |
| 2015 | FlAIRS | Optimizing Question-Answering Systems Using Genetic Algorithms. | Ulysse Ct Allard, Richard Khoury, Luc Lamontagne, Jonathan Bergeron, Franois Laviolette, Alexandre Bergeron Guyard |
| 2014 | FlAIRS | Learning Case Feature Weights from Relevance and Ranking Feedback. | Luc Lamontagne, Alexandre Bergeron Guyard |
| 2014 | SEKE | Towards a Unified Metrics Suite for JUnit Test Cases. | Fadel Tour, Mourad Badri, Luc Lamontagne |
| 2013 | ICCBR | Similarity Measures to Compare Episodes in Modeled Traces. | Raafat Zarka, Amlie Cordier, Eld Egyed-Zsigmond, Luc Lamontagne, Alain Mille |
| 2013 | MODELSWARD | TStore: A Trace-Base Management System - Using Finite-state Transducer Approach for Trace Transformation. | Raafat Zarka, Pierre-Antoine Champin, Amlie Cordier, Eld Egyed-Zsigmond, Luc Lamontagne, Alain Mille |
| 2012 | AI | Learning Observation Models for Dialogue POMDPs. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2012 | FlAIRS | Forecasting Conflicts Using N-Grams Models. | Camille Besse, Alireza Bakhtiari, Luc Lamontagne |
| 2011 | FlAIRS | Special Track on Case-Based Reasoning. | Juan A. Recio-Garca, Luc Lamontagne |
| 2010 | AI | The Ant Search Algorithm: An Ant Colony Optimization Algorithm for the Optimal Searcher Path Problem with Visibility. | Michael Morin, Luc Lamontagne, Irne Abi-Zeid, Patrick Maupin |
| 2009 | FUSION | The optimal searcher path problem with a visibility criterion in discrete time and space. | Michael Morin, Irne Abi-Zeid, Pascal Lang, Luc Lamontagne, Patrick Maupin |
| 2009 | ICAART | Learning User Intentions in Spoken Dialogue Systems. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2009 | ICAART | Application of Hidden Topic Markov Models on Spoken Dialogue Systems. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2009 | ICCBR | Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions. | Ibrahim Adeyanju, Nirmalie Wiratunga, Robert Lothian, Somayajulu Sripada, Luc Lamontagne |
| 2008 | FlAIRS | Reinforcement of Local Pattern Cases for Playing Tetris. | Houcine Romdhane, Luc Lamontagne |
| 2003 | FlAIRS | Using Statistical Word Associations for the Retrieval of Strongly-Textual Cases. | Luc Lamontagne, Philippe Langlais, Guy Lapalme |
| 2000 | CIKM | A Visual Tool for Structuring and Modeling Organizational Memories. | Tang-Ho L, Luc Lamontagne, Tho-Hau Nguyen |
| 1999 | ICCBR | Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study. | Irne Abi-Zeid, Qiang Yang, Luc Lamontagne |
| 1998 | AIMSA | An Agent for Intelligent Situation Assessment. | Qiang Yang, Irne Abi-Zeid, Luc Lamontagne |