| 2026 | EACL | MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings. | Jean-Philippe Corbeil, Minseon Kim, Maxime Griot, Sheela Agarwal, Alessandro Sordoni, Franois Beaulieu, Paul Vozila |
| 2025 | ACL | A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. | Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, Franois Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila |
| 2025 | EMNLP | Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications. | Jean-Philippe Corbeil, Asma Ben Abacha, George Michalopoulos, Phillip Swazinna, Miguel A. del Agua, Jrme Tremblay, Akila Jeeson Daniel, Cari Bader, Kevin Cho, Pooja Krishnan, Nathan Bodenstab, Thomas Lin, Wenxuan Teng, Franois Beaulieu, Paul Vozila |
| 2021 | RANLP | Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task. | Jean-Philippe Corbeil, Hadi Abdi Ghavidel |
| 2020 | ITS | Probabilistic Approaches to Detect Blocking States in Intelligent Tutoring System. | Jean-Philippe Corbeil, Michel Gagnon, Philippe R. Richard |
| 2020 | RecSys | Deploying a Cost-Effective and Production-Ready Deep News Recommender System in the Media Crisis Context. | Jean-Philippe Corbeil, Florent Daudens |