Author

J. Cheung

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#natural language process... Preprint Sep 2026

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

LLJ Cards is introduced, a framework that synthesizes best practices from measurement theory, natural language generation, and machine learning literature into practical guidelines for LLJ-based evaluations and provides a structured framework for applying these principles in the design and reporting of automated evalua...

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

It is found that LLM belief update understanding lags behind that of humans, especially in more naturally-occurring scenarios, and the first expert-annotated implicature cancellation dataset, ImplicatureX, is created, crowdsourced for human judgements of implicatures and their corresponding cancellations.

C. Piano, Verna Dankers, Marius Mosbach et al. · arXiv.org · 1 citation