3 papers
cs.CL2026
Is Clinical Text Enough? A Multimodal Study on Mortality Prediction in Heart Failure Patients
Oumaima El Khettari, Virgile Barthet, Guillaume Hocquet +3
Accurate short-term mortality prediction in heart failure (HF) remains challenging, particularly when relying on structured electronic health record (EHR) data alone. We evaluate t…
cs.CL2026
Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health
Trung Hieu Ngo, Adrien Bazoge, Solen Quiniou +2
Large Language Models (LLMs) excel in Natural Language Processing (NLP) tasks, but they often propagate biases embedded in their training data, which is potentially impactful in se…
cs.CL2025
LLM, Reporting In! Medical Information Extraction Across Prompting, Fine-tuning and Post-correction
Ikram Belmadani, Parisa Nazari Hashemi, Thomas Sebbag +5
This work presents our participation in the EvalLLM 2025 challenge on biomedical Named Entity Recognition (NER) and health event extraction in French (few-shot setting). For NER, w…