| 2025 | ACL | CHARPEVAL: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue. | Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais, Boxing Chen, Prasanna Parthasarathi |
| 2025 | COLING | Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models. | Elie Antoine, Frdric Bchet, Philippe Langlais |
| 2025 | COLING | On Evaluation Protocols for Data Augmentation in a Limited Data Scenario. | Frdric Piedboeuf, Philippe Langlais |
| 2025 | ECAI | An Interpretable Quantum-Inspired Model for Multi-Task Natural Language Understanding. | Peng Lu, Jerry Huang, Xinyu Wang, Philippe Langlais |
| 2025 | ECAI | ALF: A Fine-Grained French Analogical Dataset for Evaluating Lexical Knowledge of Large Language Models. | Alexander Petrov, Antoine Venant, Franois Lareau, Yves Lepage, Philippe Langlais |
| 2025 | NAACL | ReGLA: Refining Gated Linear Attention. | Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Boxing Chen, Philippe Langlais |
| 2024 | ACL | CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems. | Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais, Mehdi Rezagholizadeh, Boxing Chen, Prasanna Parthasarathi |
| 2024 | ACL | BenchIE⌃FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark. | Fabrice Lamarche, Philippe Langlais |
| 2024 | ACL | EUROPA: A Legal Multilingual Keyphrase Generation Dataset. | Olivier Salan, Frdric Piedboeuf, Guillaume Le Berre, David Alfonso-Hermelo, Philippe Langlais |
| 2024 | EMNLP | A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks. | Elie Antoine, Frdric Bchet, Graldine Damnati, Philippe Langlais |
| 2023 | ACL | LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. | Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais |
| 2023 | CoNLL | On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining. | Yassir El Mesbahi, Atif Mahmud, Abbas Ghaddar, Mehdi Rezagholizadeh, Philippe Langlais, Prasanna Parthasarathi |
| 2023 | EMNLP | Is ChatGPT the ultimate Data Augmentation Algorithm? | Frdric Piedboeuf, Philippe Langlais |
| 2022 | ACL | Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning. | Guillaume Le Berre, Christophe Cerisara, Philippe Langlais, Guy Lapalme |
| 2022 | AI | A working model for textual Membership Query Synthesis. | Frdric Piedboeuf, Philippe Langlais |
| 2022 | AMTA | Refining an Almost Clean Translation Memory Helps Machine Translation. | Shivendra Bhardwaj, David Alfonso-Hermelo, Philippe Langlais, Gabriel Bernier-Colborne, Cyril Goutte, Michel Simard |
| 2022 | COLING | CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation. | Md. Akmal Haidar, Mehdi Rezagholizadeh, Abbas Ghaddar, Khalil Bibi, Philippe Langlais, Pascal Poupart |
| 2022 | COLING | Effective Data Augmentation for Sentence Classification Using One VAE per Class. | Frdric Piedboeuf, Philippe Langlais |
| 2022 | EMNLP | Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. | Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais |
| 2022 | EMNLP | Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. | Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais |
| 2022 | JURIX | Why Do Tenants Sue Their Landlords? Answers from a Topic Model. | Olivier Salan, Fabrizio Gotti, Philippe Langlais, Karim Benyekhlef |
| 2022 | JURIX | Conditional Abstractive Summarization of Court Decisions for Laymen and Insights from Human Evaluation. | Olivier Salan, Aurore Clment Troussel, Sylvain Longhais, Hannes Westermann, Philippe Langlais, Karim Benyekhlef |
| 2022 | LREC | A Methodology for Building a Diachronic Dataset of Semantic Shifts and its Application to QC-FR-Diac-V1.0, a Free Reference for French. | David Kletz, Philippe Langlais, Franois Lareau, Patrick Drouin |
| 2022 | NAACL | RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. | Md. Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh, Abbas Ghaddar, Philippe Langlais, Pascal Poupart |
| 2021 | ACL | End-to-End Self-Debiasing Framework for Robust NLU Training. | Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid |
| 2021 | EMNLP | RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. | Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais |
| 2021 | ICAIL | Labels distribution matters in performance achieved in legal judgment prediction tasks. | Olivier Salan, Philippe Langlais, Karim Benyekhlef |
| 2021 | RANLP | Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea. | Olivier Salan, Philippe Langlais, Karim Benyekhlef |
| 2020 | AI | Attending Knowledge Facts with BERT-like Models in Question-Answering: Disappointing Results and Some Explanations. | Guillaume Le Berre, Philippe Langlais |
| 2020 | AI | Word Representations, Seed Lexicons, Mapping Procedures, and Reference Lists: What Matters in Bilingual Lexicon Induction from Comparable Corpora? | Martin Laville, Mrime Bouhandi, Emmanuel Morin, Philippe Langlais |
| 2020 | AMTA | Identifying Infrequent Translations by Aligning Non Parallel Sentences. | Julien Bourdaillet, Philippe Langlais |
| 2020 | COLING | Human or Neural Translation? | Shivendra Bhardwaj, David Alfonso-Hermelo, Philippe Langlais, Gabriel Bernier-Colborne, Cyril Goutte, Michel Simard |
| 2020 | COLING | Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora. | Martin Laville, Amir Hazem, Emmanuel Morin, Philippe Langlais |
| 2020 | IPMU | Predicting S&P500 Monthly Direction with Informed Machine Learning. | David Romain Djoumbissie, Philippe Langlais |
| 2020 | LREC | HardEval: Focusing on Challenging Tokens to Assess Robustness of NER. | Gabriel Bernier-Colborne, Philippe Langlais |
| 2020 | LREC | SEDAR: a Large Scale French-English Financial Domain Parallel Corpus. | Abbas Ghaddar, Philippe Langlais |
| 2020 | NLDB | Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law. | Olivier Salan, Philippe Langlais, Andrs Lou, Hannes Westermann, Karim Benyekhlef |
| 2019 | AI | Automatically Learning a Human-Resource Ontology from Professional Social-Network Data. | David Alfonso-Hermelo, Philippe Langlais, Ludovic Bourg |
| 2019 | AI | Weakly Supervised, Data-Driven Acquisition of Rules for Open Information Extraction. | Fabrizio Gotti, Philippe Langlais |
| 2019 | AI | Personality Extraction Through LinkedIn. | Frdric Piedboeuf, Philippe Langlais, Ludovic Bourg |
| 2019 | AI | Learning Career Progression by Mining Social Media Profiles. | Zakaria Soliman, Philippe Langlais, Ludovic Bourg |
| 2019 | NAACL | SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling. | Peng Lu, Ting Bai, Philippe Langlais |
| 2018 | AI | Reranking Candidate Lists for Improved Lexical Induction. | Laurent Jakubina, Philippe Langlais |
| 2018 | COLING | Robust Lexical Features for Improved Neural Network Named-Entity Recognition. | Abbas Ghaddar, Philippe Langlais |
| 2018 | COLING | Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation. | Francis Grgoire, Philippe Langlais |
| 2018 | ICCBR | Experiments in Learning to Solve Formal Analogical Equations. | Rafik Rhouma, Philippe Langlais |
| 2018 | LREC | Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus. | Abbas Ghaddar, Philippe Langlais |
| 2018 | LREC | Revisiting the Task of Scoring Open IE Relations. | William Lchelle, Philippe Langlais |
| 2017 | EACL | Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources. | Laurent Jakubina, Philippe Langlais |
| 2017 | IJCNLP | WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition. | Abbas Ghaddar, Philippe Langlais |
| 2016 | AI | Harnessing Open Information Extraction for Entity Classification in a French Corpus. | Fabrizio Gotti, Philippe Langlais |
| 2016 | CICLING | An Informativeness Approach to Open IE Evaluation. | William Lchelle, Philippe Langlais |
| 2016 | CoNLL | Coreference in Wikipedia: Main Concept Resolution. | Abbas Ghaddar, Philippe Langlais |
| 2016 | ICCBR | Efficient Identification of Formal Analogies. | Philippe Langlais |
| 2016 | LREC | WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles. | Abbas Ghaddar, Philippe Langlais |
| 2014 | AI | A Consensus Approach for Annotation Projection in an Advanced Dialog Context. | Simon Julien, Philippe Langlais, Ral Tremblay |
| 2014 | COLING | Fourteen Light Tasks for comparing Analogical and Phrase-based Machine Translation. | Rafik Rhouma, Philippe Langlais |
| 2014 | LREC | Hashtag Occurrences, Layout and Translation: A Corpus-driven Analysis of Tweets Published by the Canadian Government. | Fabrizio Gotti, Philippe Langlais, Atefeh Farzindar |
| 2014 | LREC | An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus. | Lise Rebout, Philippe Langlais |
| 2013 | ACL | Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration. | Philippe Langlais |
| 2012 | LREC | Texto4Science: a Quebec French Database of Annotated Short Text Messages. | Philippe Langlais, Patrick Drouin, Amlie Paulus, Eugnie Rompr Brodeur, Florent Cottin |
| 2011 | AI | Comparing Distributional and Mirror Translation Similarities for Extracting Synonyms. | Philippe Muller, Philippe Langlais |
| 2011 | CICLING | Reducing Overdetections in a French Symbolic Grammar Checker by Classification. | Fabrizio Gotti, Philippe Langlais, Guy Lapalme, Simon Charest, ric Brunelle |
| 2011 | ESEM | How Good is Your Comment? A Study of Comments in Java Programs. | Dorsaf Haouari, Houari A. Sahraoui, Philippe Langlais |
| 2011 | IJCNLP | Going Beyond Word Cooccurrences in Global Lexical Selection for Statistical Machine Translation using a Multilayer Perceptron. | Alexandre Patry, Philippe Langlais |
| 2010 | COLING | Revisiting Context-based Projection Methods for Term-Translation Spotting in Comparable Corpora. | Audrey Laroche, Philippe Langlais |
| 2009 | AI | Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment. | Julien Bourdaillet, Stphane Huet, Fabrizio Gotti, Guy Lapalme, Philippe Langlais |
| 2009 | EACL | Improvements in Analogical Learning: Application to Translating Multi-Terms of the Medical Domain. | Philippe Langlais, Franois Yvon, Pierre Zweigenbaum |
| 2009 | EAMT | TS3: an Improved Version of the Bilingual Concordancer TransSearch. | Stphane Huet, Julien Bourdaillet, Philippe Langlais |
| 2008 | COLING | Scaling up Analogical Learning. | Philippe Langlais, Franois Yvon |
| 2008 | EAMT | Explorations in using grammatical dependencies for contextual phrase translation disambiguation. | Aurlien Max, Rafik Makhloufi, Philippe Langlais |
| 2008 | LREC | MISTRAL: a Statistical Machine Translation Decoder for Speech Recognition Lattices. | Alexandre Patry, Philippe Langlais |
| 2007 | EMNLP | Translating Unknown Words by Analogical Learning. | Philippe Langlais, Alexandre Patry |
| 2006 | LREC | MOOD: A Modular Object-Oriented Decoder for Statistical Machine Translation. | Alexandre Patry, Fabrizio Gotti, Philippe Langlais |
| 2005 | ACL | RALI: SMT Shared Task System Description. | Philippe Langlais, Guihong Cao, Fabrizio Gotti |
| 2005 | ACL | NUKTI: English-Inuktitut Word Alignment System Description. | Philippe Langlais, Fabrizio Gotti, Guihong Cao |
| 2005 | AI | Automatic Identification of Parallel Documents With Light or Without Linguistic Resources. | Alexandre Patry, Philippe Langlais |
| 2005 | EAMT | From the real world to real words: the METEO case. | Philippe Langlais, Thomas Leplus, Simona Gandrabur, Guy Lapalme |
| 2005 | NAACL | Translating with Non-contiguous Phrases. | Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, ric Gaussier, Cyril Goutte, Kenji Yamada, Philippe Langlais, Arne Mauser |
| 2004 | AMTA | Weather Report Translation Using a Translation Memory. | Thomas Leplus, Philippe Langlais, Guy Lapalme |
| 2004 | EMNLP | Adaptive Language and Translation Models for Interactive Machine Translation. | Laurent Nepveu, Guy Lapalme, Philippe Langlais, George F. Foster |
| 2004 | LREC | Evaluating Variants of the Lesk Approach for Disambiguating Words. | Florentina Vasilescu, Philippe Langlais, Guy Lapalme |
| 2003 | FlAIRS | Using Statistical Word Associations for the Retrieval of Strongly-Textual Cases. | Luc Lamontagne, Philippe Langlais, Guy Lapalme |
| 2003 | NAACL | Statistical Translation Alignment with Compositionality Constraints. | Michel Simard, Philippe Langlais |
| 2002 | AMTA | Text Prediction with Fuzzy Alignments. | George F. Foster, Philippe Langlais, Guy Lapalme |
| 2002 | AMTA | Merging Example-Based and Statistical Machine Translation: An Experiment. | Philippe Langlais, Michel Simard |
| 2002 | EMNLP | User-Friendly Text Prediction For Translators. | George F. Foster, Philippe Langlais, Guy Lapalme |
| 2002 | LREC | Translators at work with TRANSTYPE: Resource and Evaluation. | Philippe Langlais, Marie Loranger, Guy Lapalme |
| 2002 | NLDB | Opening Statistical Translation Engines to Terminological Resources. | Philippe Langlais |
| 2001 | AI | User Interface Aspects of a Translation Typing System. | Philippe Langlais, Guy Lapalme, Sbastien Sauv |
| 2000 | LREC | Evaluation of TRANSTYPE, a Computer-aided Translation Typing System: A Comparison of a Theoretical- and a User-oriented Evaluation Procedures. | Philippe Langlais, Sbastien Sauv, George F. Foster, Elliott Macklovitch, Guy Lapalme |
| 2000 | LREC | TransSearch: A Free Translation Memory on the World Wide Web. | Elliott Macklovitch, Michel Simard, Philippe Langlais |
| 1998 | ACL | Methods and Practical Issues in Evaluating Alignment Techniques. | Philippe Langlais, Michel Simard, Jean Vronis |
| 1998 | Interspeech | Phonetic-level mispronunciation detection in non-native Swedish speech. | Philippe Langlais, Anne-Marie ster, Bjrn Granstrm |
| 1998 | LREC | ARCADE: a cooperative research project on parallel text alignment evaluation. | Philippe Langlais, Marc Simard, Jean Vronis, Susan Armstrong, Pierre Bonhomme, Fathi Debili, Isabelle P. Oswald, Emna Soussi, P. Thern |
| 1997 | Interspeech | Estimating prosodic weights in a syntactic-rhythmical prediction system. | Philippe Langlais |
| 1995 | Interspeech | Microprosodic study of isolated French word corpora. | Philippe Langlais |
| 1993 | Interspeech | Integration of a prosodic component in an automatic speech recognition system. | Philippe Langlais, Henri Meloni |
| 1991 | Interspeech | Analytical strategy for speaker identification. | Jean-Franois Bonastre, Henri Meloni, Philippe Langlais |