Francois Beaulieu
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Trend Setter
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Research topics
Keywords
clinical natural language processing
(2)
clinical nlp
(2)
large language model
(2)
speech transcription
(1)
synthetic data generation
(1)
instruction tuning
(1)
synthetic data
(1)
supervised fine-tuning
(1)
small language model
(1)
speech transcript
(1)
clinical documentation
(1)
structured extraction
(1)
agentic pipeline
(1)
medical order extraction
(1)
structured reporting
(1)
patient safety
(1)
text classification
(1)
medical risk evaluation
(1)
direct preference optimization
(1)
model merging
(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
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025