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Florian Carichon

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#natural language process... Preprint Sep 2026

LLJ Cards: Best practices for the Use of LLMs as Judges

In recent years, large language models (LLMs) have emerged as a popular alternative for evaluation. Often referred to as LLMs as judges (LLJs), these systems have been widely adopted by researchers and practitioners across a broad range of measurement tasks, driven by their strong performance, scalability, and cost-eff...

Khaoula Chehbouni, Melina Medjdoub, Florian Carichon et al. · 0 citations
Jul 2026

Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems

It is suggested that even subtle objective misalignment can profoundly affect collective decision-making, highlighting the need for effective mitigation strategies for LLM-based multi-agent systems.

Marylou Fauchard, Florian Carichon, Margarida Carvalho et al. · 0 citations

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