Jean-Philippe Corbeil

17 papers B 1Misc 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Less Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging.
CoRR
Sameh Khattab, Jean-Philippe Corbeil, Osman Alperen Koras, Amin Dada, Julian Friedrich, François Beaulieu, Paul Vozila, Jens Kleesiek
2026 — conf
MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings.
EACL (Industry Track)
Jean-Philippe Corbeil, Minseon Kim, Maxime Griot, Sheela Agarwal, Alessandro Sordoni, François Beaulieu, Paul Vozila
2025 — conf
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment.
ACL (1)
Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila
2025 J jnl
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment.
CoRR
Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila
2025 — conf
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications.
EMNLP (Industry Track)
Jean-Philippe Corbeil, Asma Ben Abacha, George Michalopoulos, Phillip Swazinna, Miguel A. del Agua, Jérôme Tremblay, Akila Jeeson Daniel, Cari Bader, Kevin Cho, Pooja Krishnan, Nathan Bodenstab, Thomas Lin, Wenxuan Teng, François Beaulieu, Paul Vozila
2025 J jnl
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications.
CoRR
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, Wenxuan Teng, François Beaulieu, Paul Vozila
2025 J jnl
Medical Red Teaming Protocol of Language Models: On the Importance of User Perspectives in Healthcare Settings.
CoRR
Jean-Philippe Corbeil, Minseon Kim, Alessandro Sordoni, François Beaulieu, Paul Vozila
2025 J jnl
Overview of the MEDIQA-OE 2025 Shared Task on Medical Order Extraction from Doctor-Patient Consultations.
CoRR
Jean-Philippe Corbeil, Asma Ben Abacha, Jérôme Tremblay, Phillip Swazinna, Akila Jeeson Daniel, Miguel A. del Agua, François Beaulieu
2024 J jnl
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents.
CoRR
Jean-Philippe Corbeil
2024 — conf
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents.
ClinicalNLP@NAACL
Jean-Philippe Corbeil
2023 — conf
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks.
SustaiNLP
Jean-Michel Attendu, Jean-Philippe Corbeil
2023 J jnl
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks.
CoRR
Jean-Michel Attendu, Jean-Philippe Corbeil
2022 J jnl
Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers.
CoRR
Jean-Philippe Corbeil, Mia Taige Li, Hadi Abdi Ghavidel
2021 Misc conf
Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task.
RANLP
Jean-Philippe Corbeil, Hadi Abdi Ghavidel
2020 J jnl
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context.
CoRR
Jean-Philippe Corbeil, Hadi Abdi Ghadivel
2020 — conf
Deploying a Cost-Effective and Production-Ready Deep News Recommender System in the Media Crisis Context.
ORSUM@RecSys
Jean-Philippe Corbeil, Florent Daudens
2020 B conf
Probabilistic Approaches to Detect Blocking States in Intelligent Tutoring System.
ITS
Jean-Philippe Corbeil, Michel Gagnon, Philippe R. Richard