Probabilistic Approaches to Detect Blocking States in Intelligent Tutoring System. - Jean-Philippe Corbeil; Michel Gagnon; Philippe R. Richard (ITS, 2020)

Deploying a Cost-Effective and Production-Ready Deep News Recommender System in the Media Crisis Context. - Jean-Philippe Corbeil; Florent Daudens (ORSUM@RecSys, 2020)

BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context. - Jean-Philippe Corbeil; Hadi Abdi Ghadivel (CoRR, 2020)

Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task. - Jean-Philippe Corbeil; Hadi Abdi Ghavidel (RANLP, 2021)

Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers. - Jean-Philippe Corbeil; Mia Taige Li; Hadi Abdi Ghavidel (CoRR, 2022)

NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks. - Jean-Michel Attendu; Jean-Philippe Corbeil (SustaiNLP, 2023)

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents. - Jean-Philippe Corbeil (ClinicalNLP@NAACL, 2024)

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; François Beaulieu; Thomas Lin; Jens Kleesiek; Paul Vozila (ACL (1), 2025)

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; Jérôme Tremblay; Akila Jeeson Daniel; Cari Bader; Yu-Cheng Cho; Pooja Krishnan; Nathan Bodenstab; Thomas Lin; et al. (CoRR, 2025)

Medical Red Teaming Protocol of Language Models: On the Importance of User Perspectives in Healthcare Settings. - Jean-Philippe Corbeil; Minseon Kim; Alessandro Sordoni; François Beaulieu; Paul Vozila (CoRR, 2025)