Search Results for author: Jean-Baptiste Excoffier

Found 3 papers, 3 papers with code

LongHealth: A Question Answering Benchmark with Long Clinical Documents

1 code implementation25 Jan 2024 Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo JWL. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno Bressem

However, all models struggled significantly in tasks requiring the identification of missing information, highlighting a critical area for improvement in clinical data interpretation.

Information Retrieval Multiple-choice +2

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models

1 code implementation3 Jan 2024 Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno Bressem, Matthieu Ortala

The increasing use of tools and solutions based on Large Language Models (LLMs) for various tasks in the medical domain has become a prominent trend.

Coalitional strategies for efficient individual prediction explanation

1 code implementation1 Apr 2021 Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

As Machine Learning (ML) is now widely applied in many domains, in both research and industry, an understanding of what is happening inside the black box is becoming a growing demand, especially by non-experts of these models.

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