Julien Delaunay

Julien DELAUNAY

Researcher in Natural Language Processing (NLP) & AI

Top Doctors, Barcelona


AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons.

This work was a large collaborative effort involving numerous contributors from the MLCommons organization and the broader AI community

Arxiv, 2025:

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Evaluating the Effectiveness of Large Language Models in Converting Clinical Data to FHIR Format.

Julien Delaunay, Daniel Girbes, Jordi Cusido

Journal MDPI: Applied Sciences, Basel, 2025

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Evaluating the Performance of Large Language Models in Predicting Diagnostics for Spanish Clinical Cases in Cardiology

Julien Delaunay, Jordi Cusido

Journal MDPI: Applied Sciences, Basel, 2024

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Does It Make Sense to Explain a Black Box With Another Black Box?

Julien Delaunay, Luis Galárraga, Christine largouët

Revue TAL: Explicabilité des modèles de TAL, 2024, France

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Explainability for Machine Learning Models: From Data Adaptability to User Perception

Julien Delaunay

PhD Thesis (INRIA 2023), Rennes

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When Should We Use Linear Explanations?

Julien Delaunay, Luis Galárraga, Christine largouët

Conference on Information and Knowledge Management (CIKM 2022)

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"Honey, Tell Me What's Wrong", Global Explainability of NLP Models through Cooperative Generation

Julien Delaunay, Antoine Chaffin

Traitement Automatique du Langage Naturel (TALN 2023), Paris

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Adaptation of AI Explanations to Users' Roles

Julien Delaunay, Luis Galárraga, Christine largouët, Niels van Berkel

Human-Centered Explainable AI (HCXAI 2023) CHI workshop, Hamburg

Preprint Video

On Moral Manifestations in Large Language Models

Joel Wester, Julien Delaunay, Sander de Jong, Niels van Berkel

Moral Agents for Sustainable Transitions (CHI workshop 2023), Hamburg

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s-LIME: Reconciling Locality and Fidelity in Linear Explanations

Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava

Intelligent Data Analysis (IDA 2022), Rennes

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Improving Anchor-based Explanations

Julien Delaunay, Luis Galárraga, Christine largouët

Conference on Information and Knowledge Management (CIKM 2020), Galway

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REMI: Mining Intuitive Referring Expressions

Luis Galárraga, Julien Delaunay, Jean-Louis Dessalles

International Conference on Extending Database Technology (EDBT/ICDT 2020), Copenhagen

Technical report Full text Video Code