4 papers · 1 filter
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…
Suffix-Constrained Greedy Search Algorithms for Causal Language Models
Ayoub Hammal, Pierre Zweigenbaum, Caio Corro
Large language models (LLMs) are powerful tools that have found applications beyond human-machine interfaces and chatbots. Beside free-form generation, there has been an interest i…
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi
This paper describes our submission to Task 2 of SemEval-2024: Safe Biomedical Natural Language Inference for Clinical Trials. The Multi-evidence Natural Language Inference for Cli…
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages
Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada +11
User-generated data sources have gained significance in uncovering Adverse Drug Reactions (ADRs), with an increasing number of discussions occurring in the digital world. However,…