Analytical strategy for speaker identification. - Jean-François Bonastre; Henri Meloni; Philippe Langlais (EUROSPEECH, 1991)

Integration of a prosodic component in an automatic speech recognition system. - Philippe Langlais; Henri Meloni (EUROSPEECH, 1993)

Microprosodic study of isolated French word corpora. - Philippe Langlais (EUROSPEECH, 1995)

Estimating prosodic weights in a syntactic-rhythmical prediction system. - Philippe Langlais (EUROSPEECH, 1997)

Methods and Practical Issues in Evaluating Alignment Techniques. - Philippe Langlais; Michel Simard; Jean Véronis (COLING-ACL, 1998)

Phonetic-level mispronunciation detection in non-native Swedish speech. - Philippe Langlais; Anne-Marie Öster; Björn Granström (ICSLP, 1998)

ARCADE: a cooperative research project on parallel text alignment evaluation. - Philippe Langlais; Marc Simard; Jean Véronis; Susan Armstrong; Pierre Bonhomme; Fathi Debili; Isabelle P. Oswald; Emna Soussi; P. Therón (LREC, 1998)

La programmation orientée-objet pour le développement de modèles de langage. - Guy Lapalme; Philippe Langlais; George F. Foster (LMO, 2000)

Evaluation of TRANSTYPE, a Computer-aided Translation Typing System: A Comparison of a Theoretical- and a User-oriented Evaluation Procedures. - Philippe Langlais; Sébastien Sauvé; George F. Foster; Elliott Macklovitch; Guy Lapalme (LREC, 2000)

TransSearch: A Free Translation Memory on the World Wide Web. - Elliott Macklovitch; Michel Simard; Philippe Langlais (LREC, 2000)

Using Context-Dependent interpolation to Combine Statistical Language and Translation Models for Interactive Machine Translation. - Philippe Langlais; George F. Foster (RIAO, 2000)

Unit Completion for a Computer-aided Translation Typing System. - Philippe Langlais; George F. Foster; Guy Lapalme (Mach. Transl., 2000)

User Interface Aspects of a Translation Typing System. - Philippe Langlais; Guy Lapalme; Sébastien Sauvé (AI, 2001)

Integrating bilingual lexicons in a probabilistic translation assistant. - Philippe Langlais; George F. Foster; Guy Lapalme (MTSummit, 2001)

Sub-sentential exploitation of translation memories. - Michel Simard; Philippe Langlais (MTSummit, 2001)

Récupération de segments sous-phrastiques dans une mémoire de traduction. - Philippe Langlais; Michel Simard (TALN (Articles longs), 2001)

Text Prediction with Fuzzy Alignments. - George F. Foster; Philippe Langlais; Guy Lapalme (AMTA, 2002)

Merging Example-Based and Statistical Machine Translation: An Experiment. - Philippe Langlais; Michel Simard (AMTA, 2002)

User-Friendly Text Prediction For Translators. - George F. Foster; Philippe Langlais; Guy Lapalme (EMNLP, 2002)

Translators at work with TRANSTYPE: Resource and Evaluation. - Philippe Langlais; Marie Loranger; Guy Lapalme (LREC, 2002)

Opening Statistical Translation Engines to Terminological Resources. - Philippe Langlais (NLDB, 2002)

Ressources terminologiques et traduction probabiliste: premiers pas positifs vers un système adaptatif. - Philippe Langlais (TALN (Articles longs), 2002)

Trans Type: Development-Evaluation Cycles to Boost Translator's Productivity. - Philippe Langlais; Guy Lapalme (Mach. Transl., 2002)

Using Statistical Word Associations for the Retrieval of Strongly-Textual Cases. - Luc Lamontagne; Philippe Langlais; Guy Lapalme (FLAIRS, 2003)

Statistical machine translation: rapid development with limited resources. - George F. Foster; Simona Gandrabur; Philippe Langlais; Pierre Plamondon; Graham Russell; Michel Simard (MTSummit, 2003)

Statistical Translation Alignment with Compositionality Constraints. - Michel Simard; Philippe Langlais (ParallelTexts@NAACL-HLT, 2003)

De la traduction probabiliste aux mémoires de traduction (ou l'inverse). - Philippe Langlais; Michel Simard (TALN (Articles longs), 2003)

Weather Report Translation Using a Translation Memory. - Thomas Leplus; Philippe Langlais; Guy Lapalme (AMTA, 2004)

Adaptive Language and Translation Models for Interactive Machine Translation. - Laurent Nepveu; Guy Lapalme; Philippe Langlais; George F. Foster (EMNLP, 2004)

Experimenting with phrase-based statistical translation within the IWSLT 2004 Chinese-to-English shared translation task. - Philippe Langlais; Michael Carl; Oliver Streiter (IWSLT, 2004)

Evaluating Variants of the Lesk Approach for Disambiguating Words. - Florentina Vasilescu; Philippe Langlais; Guy Lapalme (LREC, 2004)

Word Pairs in Language Modeling for Information Retrieval. - Carmen Alvarez; Philippe Langlais; Jian-Yun Nie (RIAO, 2004)

Mots composés dans les modèles de langue pour la recherche d'information. - Carmen Alvarez; Philippe Langlais; Jian-Yun Nie (TALN (Posters), 2004)

Désambiguïsation de corpus monolingues par des approches de type Lesk. - Florentina Vasilescu; Philippe Langlais (TALN (Articles longs), 2004)

RALI: SMT Shared Task System Description. - Philippe Langlais; Guihong Cao; Fabrizio Gotti (ParallelText@ACL, 2005)

NUKTI: English-Inuktitut Word Alignment System Description. - Philippe Langlais; Fabrizio Gotti; Guihong Cao (ParallelText@ACL, 2005)

Automatic Identification of Parallel Documents With Light or Without Linguistic Resources. - Alexandre Patry; Philippe Langlais (Canadian AI, 2005)

From the real world to real words: the METEO case. - Philippe Langlais; Thomas Leplus; Simona Gandrabur; Guy Lapalme (EAMT, 2005)

EBMT by Tree-Phrasing: a Pilot Study. - Philippe Langlais; Fabrizio Gotti; Didier Bourigault; Claude Coulombe (MTSummit (Workshop), 2005)

Translating with Non-contiguous Phrases. - Michel Simard; Nicola Cancedda; Bruno Cavestro; Marc Dymetman; Éric Gaussier; Cyril Goutte; Kenji Yamada; Philippe Langlais; Arne Mauser (HLT/EMNLP, 2005)

Approches en corpus pour la traduction : le cas MÉTÉO. - Philippe Langlais; Thomas Leplus; Simona Gandrabur; Guy Lapalme (TALN (Articles courts), 2005)

Paradocs: un système d'identification automatique de documents parallèles. - Alexandre Patry; Philippe Langlais (TALN (Articles longs), 2005)

Une approche à la traduction automatique statistique par segments discontinus. - Michel Simard; Nicola Cancedda; Bruno Cavestro; Marc Dymetman; Éric Gaussier; Cyril Goutte; Philippe Langlais; Arne Mauser; Kenji Yamada (TALN (Articles longs), 2005)

The Long-Term Forecast for Weather Bulletin Translation. - Philippe Langlais; Simona Gandrabur; Thomas Leplus; Guy Lapalme (Mach. Transl., 2005)

MOOD: A Modular Object-Oriented Decoder for Statistical Machine Translation. - Alexandre Patry; Fabrizio Gotti; Philippe Langlais (LREC, 2006)

Vers l'intégration du contexte dans une mémoire de traduction sous-phrastique : détection du domaine de traduction. - Fabrizio Gotti; Philippe Langlais; Claude Coulombe (TALN (Posters), 2006)

De la Chambre des communes à la chambre d'isolement : adaptabilité d'un système de traduction basé sur les segments de phrases. - Philippe Langlais; Fabrizio Gotti; Alexandre Patry (TALN (Articles longs), 2006)

Phrase-Based SMT with Shallow Tree-Phrases. - Philippe Langlais; Fabrizio Gotti (WMT@HLT-NAACL, 2006)

Mood at work: Ramses versus Pharaoh. - Alexandre Patry; Fabrizio Gotti; Philippe Langlais (WMT@HLT-NAACL, 2006)

EBMT by tree-phrasing. - Philippe Langlais; Fabrizio Gotti (Mach. Transl., 2006)

Translating Unknown Words by Analogical Learning. - Philippe Langlais; Alexandre Patry (EMNLP-CoNLL, 2007)

MISTRAL: a lattice translation system for IWSLT 2007. - Alexandre Patry; Philippe Langlais; Frédéric Béchet (IWSLT, 2007)

Enrichissement d'un lexique bilingue par analogie. - Philippe Langlais; Alexandre Patry (TALN (Articles longs), 2007)

A greedy decoder for phrase-based statistical machine translation. - Philippe Langlais; Alexandre Patry; Fabrizio Gotti (TMI, 2007)

Scaling up Analogical Learning. - Philippe Langlais; François Yvon (COLING (Posters), 2008)

Explorations in using grammatical dependencies for contextual phrase translation disambiguation. - Aurélien Max; Rafik Makhloufi; Philippe Langlais (EAMT, 2008)

MISTRAL: a Statistical Machine Translation Decoder for Speech Recognition Lattices. - Alexandre Patry; Philippe Langlais (LREC, 2008)

Analogical Translation of Medical Words in Different Languages. - Philippe Langlais; François Yvon; Pierre Zweigenbaum (GoTAL, 2008)

Recherche locale pour la traduction statistique à base de segments. - Philippe Langlais; Alexandre Patry; Fabrizio Gotti (TALN (Articles longs), 2008)

Limsi's Statistical Translation Systems for WMT'08. - Daniel Déchelotte; Gilles Adda; Alexandre Allauzen; Hélène Bonneau-Maynard; Olivier Galibert; Jean-Luc Gauvain; Philippe Langlais; François Yvon (WMT@ACL, 2008)

Enrichment of a Bilingual Lexicon by Analogical Learning. - Philippe Langlais; Alexandre Patry (Trait. Autom. des Langues, 2008)

Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment. - Julien Bourdaillet; Stéphane Huet; Fabrizio Gotti; Guy Lapalme; Philippe Langlais (Canadian AI, 2009)

Unsupervised Morphological Analysis by Formal Analogy. - Jean-François Lavallée; Philippe Langlais (CLEF (1), 2009)

Morphological Acquisition by Formal Analogy. - Jean-François Lavallée; Philippe Langlais (CLEF (Working Notes), 2009)

Improvements in Analogical Learning: Application to Translating Multi-Terms of the Medical Domain. - Philippe Langlais; François Yvon; Pierre Zweigenbaum (EACL, 2009)

TS3: an Improved Version of the Bilingual Concordancer TransSearch. - Stéphane Huet; Julien Bourdaillet; Philippe Langlais (EAMT, 2009)

Harnessing the Redundant Results of Translation Spotting. - Stéphane Huet; Julien Bourdaillet; Philippe Langlais; Guy Lapalme (MTSummit, 2009)

Prediction of Words in Statistical Machine Translation using a Multilayer Perceptron. - Alexandre Patry; Philippe Langlais (MTSummit, 2009)

Intégration de l'alignement de mots dans le concordancier bilingue TransSearch. - Stéphane Huet; Julien Bourdaillet; Philippe Langlais (TALN (Articles longs), 2009)

Étude quantitative de liens entre l'analogie formelle et la morphologie constructionnelle. - Philippe Langlais (TALN (Articles longs), 2009)

Prise en compte de dépendances syntaxiques pour la traduction contextuelle de segments. - Aurélien Max; Rafik Maklhoufi; Philippe Langlais (TALN (Articles longs), 2009)

Revisiting Context-based Projection Methods for Term-Translation Spotting in Comparable Corpora. - Audrey Laroche; Philippe Langlais (COLING, 2010)

TransSearch : un moteur de recherche de traductions. - Julien Bourdaillet; Fabrizio Gotti; Stéphane Huet; Philippe Langlais; Guy Lapalme (TALN (Demonstrations), 2010)

Alignement de traductions rares à l'aide de paires de phrases non alignées. - Julien Bourdaillet; Stéphane Huet; Philippe Langlais (TALN (Articles longs), 2010)

Apprentissage non supervisé de la morphologie d'une langue par généralisation de relations analogiques. - Jean-François Lavallée; Philippe Langlais (TALN (Articles longs), 2010)

Comparaison de ressources lexicales pour l'extraction de synonymes. - Philippe Muller; Philippe Langlais (TALN (Articles courts), 2010)

The RALI Machine Translation System for WMT 2010. - Stéphane Huet; Julien Bourdaillet; Alexandre Patry; Philippe Langlais (WMT@ACL, 2010)

TransSearch: from a bilingual concordancer to a translation finder. - Julien Bourdaillet; Stéphane Huet; Philippe Langlais; Guy Lapalme (Mach. Transl., 2010)

PARADOCS: A Language Independant Go-Between for Mating Parallel Documents. - Alexandre Patry; Philippe Langlais (Trait. Autom. des Langues, 2010)

Identifying Parallel Documents from a Large Bilingual Collection of Texts: Application to Parallel Article Extraction in Wikipedia. - Alexandre Patry; Philippe Langlais (BUCC@ACL, 2011)

Comparing Distributional and Mirror Translation Similarities for Extracting Synonyms. - Philippe Muller; Philippe Langlais (Canadian AI, 2011)

Reducing Overdetections in a French Symbolic Grammar Checker by Classification. - Fabrizio Gotti; Philippe Langlais; Guy Lapalme; Simon Charest; Éric Brunelle (CICLing (2), 2011)

How Good is Your Comment? A Study of Comments in Java Programs. - Dorsaf Haouari; Houari A. Sahraoui; Philippe Langlais (ESEM, 2011)

Going Beyond Word Cooccurrences in Global Lexical Selection for Statistical Machine Translation using a Multilayer Perceptron. - Alexandre Patry; Philippe Langlais (IJCNLP, 2011)

Comparaison d'une approche miroir et d'une approche distributionnelle pour l'extraction de mots sémantiquement reliés (Comparing a mirror approach and a distributional approach for extracting semantically related words). - Philippe Muller; Philippe Langlais (TALN (Articles longs), 2011)

Moranapho: a multilingual system for morphological analysis based on formal analogy. - Jean-François Lavallée; Philippe Langlais (Trait. Autom. des Langues, 2011)

Texto4Science: a Quebec French Database of Annotated Short Text Messages. - Philippe Langlais; Patrick Drouin; Amélie Paulus; Eugénie Rompré Brodeur; Florent Cottin (LREC, 2012)

Atténuation des surdétections d'un correcteur grammatical de qualité commerciale. - Fabrizio Gotti; Philippe Langlais; Guy Lapalme; Simon Charest; Éric Brunelle (Trait. Autom. des Langues, 2012)

Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration. - Philippe Langlais (ACL (2), 2013)

Yet Another Fast, Robust and Open Source Sentence Aligner. Time toReconsider Sentence Alignment? - Fethi Lamraoui; Philippe Langlais (MTSummit, 2013)

A Consensus Approach for Annotation Projection in an Advanced Dialog Context. - Simon Julien; Philippe Langlais; Réal Tremblay (Canadian AI, 2014)

Fourteen Light Tasks for comparing Analogical and Phrase-based Machine Translation. - Rafik Rhouma; Philippe Langlais (COLING, 2014)

Hashtag Occurrences, Layout and Translation: A Corpus-driven Analysis of Tweets Published by the Canadian Government. - Fabrizio Gotti; Philippe Langlais; Atefeh Farzindar (LREC, 2014)

An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus. - Lise Rebout; Philippe Langlais (LREC, 2014)

Using distributed word representations for robust semantic role labeling (Utilisation de représentations de mots pour l'étiquetage de rôles sémantiques suivant FrameNet) [in French]. - William Léchelle; Philippe Langlais (TALN (1), 2014)

Designing a machine translation system for Canadian weather warnings: A case study. - Fabrizio Gotti; Philippe Langlais; Guy Lapalme (Nat. Lang. Eng., 2014)

Issues in Analogical Inference Over Sequences of Symbols: A Case Study on Proper Name Transliteration. - Philippe Langlais; François Yvon (Computational Approaches to Analogical Reasoning, 2014)

Projective methods for mining missing translations in DBpedia. - Laurent Jakubina; Philippe Langlais (BUCC@ACL/IJCNLP, 2015)

Harnessing Open Information Extraction for Entity Classification in a French Corpus. - Fabrizio Gotti; Philippe Langlais (Canadian AI, 2016)

An Informativeness Approach to Open IE Evaluation. - William Léchelle; Philippe Langlais (CICLing (2), 2016)

Coreference in Wikipedia: Main Concept Resolution. - Abbas Ghaddar; Philippe Langlais (CoNLL, 2016)

Efficient Identification of Formal Analogies. - Philippe Langlais (ICCBR Workshops, 2016)

WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles. - Abbas Ghaddar; Philippe Langlais (LREC, 2016)

BAD LUC$@$WMT 2016: a Bilingual Document Alignment Platform Based on Lucene. - Laurent Jakubina; Philippe Langlais (WMT, 2016)

A Comparison of Methods for Identifying the Translation of Words in a Comparable Corpus: Recipes and Limits. - Laurent Jakubina; Philippe Langlais (Computación y Sistemas, 2016)

BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora. - Francis Grégoire; Philippe Langlais (BUCC@ACL, 2017)

Users and Data: The Two Neglected Children of Bilingual Natural Language Processing Research. - Philippe Langlais (BUCC@ACL, 2017)

Translating Implicit Discourse Connectives Based on Cross-lingual Annotation and Alignment. - Hongzheng Li; Philippe Langlais; Yaohong Jin (DiscoMT@EMNLP, 2017)

Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources. - Laurent Jakubina; Philippe Langlais (EACL (2), 2017)

WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition. - Abbas Ghaddar; Philippe Langlais (IJCNLP(1), 2017)

A Deep Neural Network Approach To Parallel Sentence Extraction. - Francis Grégoire; Philippe Langlais (CoRR, 2017)

Reranking Candidate Lists for Improved Lexical Induction. - Laurent Jakubina; Philippe Langlais (Canadian AI, 2018)

Robust Lexical Features for Improved Neural Network Named-Entity Recognition. - Abbas Ghaddar; Philippe Langlais (COLING, 2018)

Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation. - Francis Grégoire; Philippe Langlais (COLING, 2018)

Et si les réseaux sociaux pouvaient nous aider dans nos choix de carrière? - Rémy Kessler; Guy Lapalme; Fabrizio Gotti; Abdessamad Outerqiss; Philippe Langlais (EGC, 2018)

Experiments in Learning to Solve Formal Analogical Equations. - Rafik Rhouma; Philippe Langlais (ICCBR, 2018)

Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus. - Abbas Ghaddar; Philippe Langlais (LREC, 2018)

Revisiting the Task of Scoring Open IE Relations. - William Léchelle; Philippe Langlais (LREC, 2018)

From French Wikipedia to Erudit: A test case for cross-domain open information extraction. - Fabrizio Gotti; Philippe Langlais (Comput. Intell., 2018)

WiRe57 : A Fine-Grained Benchmark for Open Information Extraction. - William Léchelle; Fabrizio Gotti; Philippe Langlais (LAW@ACL, 2019)

Contextualized Word Representations from Distant Supervision with and for NER. - Abbas Ghaddar; Philippe Langlais (W-NUT@EMNLP, 2019)

Automatically Learning a Human-Resource Ontology from Professional Social-Network Data. - David Alfonso-Hermelo; Philippe Langlais; Ludovic Bourg (Canadian AI, 2019)

Weakly Supervised, Data-Driven Acquisition of Rules for Open Information Extraction. - Fabrizio Gotti; Philippe Langlais (Canadian AI, 2019)

Personality Extraction Through LinkedIn. - Frédéric Piedboeuf; Philippe Langlais; Ludovic Bourg (Canadian AI, 2019)

Learning Career Progression by Mining Social Media Profiles. - Zakaria Soliman; Philippe Langlais; Ludovic Bourg (Canadian AI, 2019)

SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling. - Peng Lu; Ting Bai; Philippe Langlais (NAACL-HLT (1), 2019)

Attending Knowledge Facts with BERT-like Models in Question-Answering: Disappointing Results and Some Explanations. - Guillaume Le Berre; Philippe Langlais (Canadian AI, 2020)

Word Representations, Seed Lexicons, Mapping Procedures, and Reference Lists: What Matters in Bilingual Lexicon Induction from Comparable Corpora? - Martin Laville; Mérième Bouhandi; Emmanuel Morin; Philippe Langlais (Canadian AI, 2020)

Identifying Infrequent Translations by Aligning Non Parallel Sentences. - Julien Bourdaillet; Philippe Langlais (AMTA, 2020)

Human or Neural Translation? - Shivendra Bhardwaj; David Alfonso-Hermelo; Philippe Langlais; Gabriel Bernier-Colborne; Cyril Goutte; Michel Simard (COLING, 2020)

Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora. - Martin Laville; Amir Hazem; Emmanuel Morin; Philippe Langlais (COLING, 2020)

Predicting S&P500 Monthly Direction with Informed Machine Learning. - David Romain Djoumbissie; Philippe Langlais (IPMU (3), 2020)

HardEval: Focusing on Challenging Tokens to Assess Robustness of NER. - Gabriel Bernier-Colborne; Philippe Langlais (LREC, 2020)

SEDAR: a Large Scale French-English Financial Domain Parallel Corpus. - Abbas Ghaddar; Philippe Langlais (LREC, 2020)

Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law. - Olivier Salaün; Philippe Langlais; Andrés Lou; Hannes Westermann; Karim Benyekhlef (NLDB, 2020)

End-to-End Self-Debiasing Framework for Robust NLU Training. - Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh; Ahmad Rashid (ACL/IJCNLP (Findings), 2021)

Knowledge Distillation with Noisy Labels for Natural Language Understanding. - Shivendra Bhardwaj; Abbas Ghaddar; Ahmad Rashid; Khalil Bibi; Chengyang Li; Ali Ghodsi 001; Philippe Langlais; Mehdi Rezagholizadeh (W-NUT, 2021)

RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. - Peng Lu; Abbas Ghaddar; Ahmad Rashid; Mehdi Rezagholizadeh; Ali Ghodsi 001; Philippe Langlais (EMNLP (Findings), 2021)

Labels distribution matters in performance achieved in legal judgment prediction tasks. - Olivier Salaün; Philippe Langlais; Karim Benyekhlef (ICAIL, 2021)

NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation. - David Alfonso-Hermelo; Ahmad Rashid; Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh (NeurIPS Datasets and Benchmarks, 2021)

Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea. - Olivier Salaün; Philippe Langlais; Karim Benyekhlef (RANLP, 2021)

JABER: Junior Arabic BERt. - Abbas Ghaddar; Yimeng Wu; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; Qun Liu 001; et al. (CoRR, 2021)

Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. - Abbas Ghaddar; Philippe Langlais; Ahmad Rashid; Mehdi Rezagholizadeh (Trans. Assoc. Comput. Linguistics, 2021)

Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning. - Guillaume Le Berre; Christophe Cerisara; Philippe Langlais; Guy Lapalme (ACL (2), 2022)

A working model for textual Membership Query Synthesis. - Frédéric Piedboeuf; Philippe Langlais (Canadian AI, 2022)

Refining an Almost Clean Translation Memory Helps Machine Translation. - Shivendra Bhardwaj; David Alfonso-Hermelo; Philippe Langlais; Gabriel Bernier-Colborne; Cyril Goutte; Michel Simard (AMTA, 2022)

CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation. - Md. Akmal Haidar; Mehdi Rezagholizadeh; Abbas Ghaddar; Khalil Bibi; Philippe Langlais; Pascal Poupart (COLING, 2022)

Effective Data Augmentation for Sentence Classification Using One VAE per Class. - Frédéric Piedboeuf; Philippe Langlais (COLING, 2022)

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 001; Baoxing Huai; Xin Jiang 002; et al. (EMNLP, 2022)

Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. - Peng Lu; Ivan Kobyzev; Mehdi Rezagholizadeh; Ahmad Rashid; Ali Ghodsi 001; Philippe Langlais (EMNLP (Findings), 2022)

Why Do Tenants Sue Their Landlords? Answers from a Topic Model. - Olivier Salaün; Fabrizio Gotti; Philippe Langlais; Karim Benyekhlef (JURIX, 2022)

Conditional Abstractive Summarization of Court Decisions for Laymen and Insights from Human Evaluation. - Olivier Salaün; Aurore Clément Troussel; Sylvain Longhais; Hannes Westermann; Philippe Langlais; Karim Benyekhlef (JURIX, 2022)

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; François Lareau; Patrick Drouin (LREC, 2022)

RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. - Md. Akmal Haidar; Nithin Anchuri; Mehdi Rezagholizadeh; Abbas Ghaddar; Philippe Langlais; Pascal Poupart (NAACL-HLT (Findings), 2022)

A new dataset for multilingual keyphrase generation. - Frédéric Piedboeuf; Philippe Langlais (NeurIPS, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (CoRR, 2022)

LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. - Peng Lu; Ahmad Rashid; Ivan Kobyzev; Mehdi Rezagholizadeh; Philippe Langlais (ACL (Findings), 2023)

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 (CoNLL, 2023)

Is ChatGPT the ultimate Data Augmentation Algorithm? - Frédéric Piedboeuf; Philippe Langlais (EMNLP (Findings), 2023)

RaTE: a Reproducible automatic Taxonomy Evaluation by Filling the Gap. - Tianjian Gao; Philippe Langlais (CoRR, 2023)

The state of OAI-PMH repositories in Canadian Universities. - Frédéric Piedboeuf; Guillaume Le Berre; David Alfonso-Hermelo; Olivier Charbonneau; Philippe Langlais (CoRR, 2023)

An analysis of entity normalization evaluation biases in specialized domains. - Arnaud Ferré; Philippe Langlais (BMC Bioinform., 2023)

CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems. - Abbas Ghaddar; David Alfonso-Hermelo; Philippe Langlais; Mehdi Rezagholizadeh; Boxing Chen; Prasanna Parthasarathi (ACL (Findings), 2024)

BenchIE⌃FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark. - Fabrice Lamarche; Philippe Langlais (ACL (Findings), 2024)

EUROPA: A Legal Multilingual Keyphrase Generation Dataset. - Olivier Salaün; Frédéric Piedboeuf; Guillaume Le Berre; David Alfonso-Hermelo; Philippe Langlais (ACL (1), 2024)

A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks. - Elie Antoine; Frédéric Béchet; Géraldine Damnati; Philippe Langlais (EMNLP, 2024)

Stock Market Index Prediction: A Framework Based on Transfer Learning and Knowledge Graph Enrichment Through Uncertainty Using Natural Language and Fuzzy Logic. - David Romain Djoumbissie; Philippe Langlais (FUZZ, 2024)

Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquement. - Elie Antoine; Frédéric Béchet; Géraldine Damnati; Philippe Langlais (TALN (1), 2024)

On the importance of Data Scale in Pretraining Arabic Language Models. - Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh; Boxing Chen (CoRR, 2024)

Data Augmentation is Dead, Long Live Data Augmentation. - Frédéric Piedboeuf; Philippe Langlais (CoRR, 2024)

BenchIEFL : A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark. - Fabrice Lamarche; Philippe Langlais (CoRR, 2024)

CHARPEVAL: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue. - Abbas Ghaddar; David Alfonso-Hermelo; Philippe Langlais; Boxing Chen; Prasanna Parthasarathi (ACL (Findings), 2025)

Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models. - Elie Antoine; Frédéric Béchet; Philippe Langlais (COLING, 2025)

On Evaluation Protocols for Data Augmentation in a Limited Data Scenario. - Frédéric Piedboeuf; Philippe Langlais (COLING, 2025)

ReGLA: Refining Gated Linear Attention. - Peng Lu; Ivan Kobyzev; Mehdi Rezagholizadeh; Boxing Chen; Philippe Langlais (NAACL (Long Papers), 2025)