Jean-Philippe Corbeil

According to our database, Jean-Philippe Corbeil authored at least 17 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents.

Johannes Moll, Jean-Philippe Corbeil, Jiazhen Pan, Martin Hadamitzky, Daniel Rueckert, Lisa Adams, Keno K. Bressem

CoRR, May, 2026

VERT: Reliable LLM Judges for Radiology Report Evaluation.

Federica Bologna, Jean-Philippe Corbeil, Matthew Wilkens, Asma Ben Abacha

CoRR, April, 2026

Overconfidence and Calibration in Medical VQA: Empirical Findings and Hallucination-Aware Mitigation.

Ji Young Byun, Young-Jin Park, Jean-Philippe Corbeil, Asma Ben Abacha

CoRR, April, 2026

Less Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging.

Sameh Khattab, Jean-Philippe Corbeil, Osman Alperen Koras, Amin Dada, Julian Friedrich, François Beaulieu, Paul Vozila, Jens Kleesiek

CoRR, February, 2026

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, François Beaulieu, Paul Vozila

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Overview of the MEDIQA-OE 2025 Shared Task on Medical Order Extraction from Doctor-Patient Consultations.

Jean-Philippe Corbeil, Asma Ben Abacha, Jérôme Tremblay, Phillip Swazinna, Akila Jeeson Daniel, Miguel A. del Agua, François Beaulieu

CoRR, October, 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, July, 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, Wenxuan Teng, François Beaulieu, Paul Vozila

CoRR, July, 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, Kevin Cho, Pooja Krishnan, Nathan Bodenstab, Thomas Lin, Wenxuan Teng, François Beaulieu, Paul Vozila

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents.

Jean-Philippe Corbeil

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks.

Jean-Michel Attendu, Jean-Philippe Corbeil

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

2022

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

2021

Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task.

Jean-Philippe Corbeil, Hadi Abdi Ghavidel

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020

BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context.

Jean-Philippe Corbeil, Hadi Abdi Ghadivel

CoRR, 2020

Deploying a Cost-Effective and Production-Ready Deep News Recommender System in the Media Crisis Context.

Jean-Philippe Corbeil, Florent Daudens

Proceedings of the 3rd Workshop on Online Recommender Systems and User Modeling co-located with the 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

Probabilistic Approaches to Detect Blocking States in Intelligent Tutoring System.

Jean-Philippe Corbeil, Michel Gagnon, Philippe R. Richard

Proceedings of the Intelligent Tutoring Systems - 16th International Conference, 2020