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J. Cheung

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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

Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation

Human language is driven by unspoken beliefs and belief updates, making these critical to model for successful communication between large language models (LLMs) and their users. In this paper, we evaluate the ability of LLMs to recognize unspoken beliefs made through implicatures and to understand their updates throug...

C. Piano, Verna Dankers, Marius Mosbach et al. · 0 citations

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