Publications
Comparative Analysis of Human and Large Language Model Performance in Pharmacology Multiple-Choice Questions
Conference paper.
- HAL: https://hal.science/hal-05377384
- PDF: https://hal.science/hal-05377384v1/file/main_hal.pdf
- Conference: RANLP 2025, Sep 2025, Varna, Bulgaria
Improving Social Determinants of Health Documentation in French EHRs Using Large Language Models
Journal article.
- HAL: https://hal.science/hal-05468221
- PDF: https://hal.science/hal-05468221v1/file/2507.03433v1.pdf
- Journal: Scientific Reports, 2025
CareMedEval dataset: Evaluating Critical Appraisal and Reasoning in the Biomedical Field
Preprint.
- HAL: https://hal.science/hal-05376617
- PDF: https://hal.science/hal-05376617v1/file/2511.03441v2.pdf
- Year: 2025
Adaptation des connaissances médicales pour les grands modèles de langue : Stratégies et analyse comparative
Conference paper.
- HAL: https://inria.hal.science/hal-05330629
- PDF: https://inria.hal.science/hal-05330629v1/file/42.pdf
- Conference: TALN 2025, Marseille, France
Étude comparative de réponses humaines et de grands modèles de langue à des QCM en pharmacie
Conference paper.
- HAL: https://inria.hal.science/hal-05330606
- PDF: https://inria.hal.science/hal-05330606v1/file/152.pdf
- Conference: TALN 2025, Marseille, France
An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training
Conference paper.
- HAL: https://hal.science/hal-05225350
- PDF: https://hal.science/hal-05225350v1/file/_TSD_2025__An_Empirical_Analysis_of_Discrete_Unit_Representations_in_Speech_Language_Modeling_Pre_training-8.pdf
- Conference: TSD 2025, Erlangen, Germany
Zero-Shot End-To-End Spoken Question Answering In Medical Domain
Conference paper.
- HAL: https://hal.science/hal-04684874
- PDF: https://hal.science/hal-04684874v1/file/2406.05876v1.pdf
- Conference: Interspeech 2024, Sep 2024, Kos Island, Greece
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
Conference paper.
- HAL: https://hal.science/hal-04621178
- PDF: https://hal.science/hal-04621178v2/file/BioMistral.pdf
- Conference: ACL 2024, Aug 2024, Bangkok, Thailand
Tâches et systèmes de sélection automatique de réponses à des QCM dans le domaine médical : Présentation de la campagne DEFT 2024
Conference paper.
- HAL: https://inria.hal.science/hal-04635890
- PDF: https://inria.hal.science/hal-04635890v1/file/2024.jeptalnrecital-deft.1.pdf
- Conference: DEFT @ TALN 2024, Toulouse, France
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain
Conference paper.
- HAL: https://hal.science/hal-04470938
- PDF: https://hal.science/hal-04470938v1/file/DrBenchmark.pdf
- Conference: LREC-COLING 2024, May 2024, Torino, Italy
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks
Conference paper.
- HAL: https://hal.science/hal-04470883
- PDF: https://hal.science/hal-04470883v1/file/A%20Zero-shot%20and%20Few-shot%20Study%20of%20Instruction-Finetuned%20Large%20Language%20Models%20Applied%20to%20Clinical%20and%20Biomedical%20Tasks%20%281%29.pdf
- Conference: LREC-COLING 2024, May 2024, Torino, Italy
How Important Is Tokenization in French Medical Masked Language Models?
Conference paper.
- HAL: https://hal.science/hal-04472399
- PDF: https://hal.science/hal-04472399v2/file/BioMedTok%20Paper.pdf
- Conference: LREC-COLING 2024, May 2024, Torino, Italy