Jean-philippe Corbeil
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Keywords
large language model
(4)
clinical nlp
(2)
clinical natural language processing
(2)
model merging
(1)
speech transcription
(1)
synthetic data generation
(1)
instruction tuning
(1)
synthetic data
(1)
supervised fine-tuning
(1)
retrieval-augmented generation
(1)
clinical note
(1)
clinical evaluation
(1)
error correction
(1)
small language model
(1)
speech transcript
(1)
medical ai
(1)
clinical documentation
(1)
biomedical domain adaptation
(1)
clinical task evaluation
(1)
medical performance
(1)
Papers
MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings
EACL 2026
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
ACL 2025
Does Biomedical Training Lead to Better Medical Performance?
ACL 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents
NAACL 2024
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks
ACL 2023