Paper "automatic evaluation" Papers

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Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions

Bhuvanashree Murugadoss, Christian Poelitz, Ian Drosos et al.

AAAI 2025paperarXiv:2408.08781
37
citations

M-Prometheus: A Suite of Open Multilingual LLM Judges

José Pombal, Dongkeun Yoon, Patrick Fernandes et al.

COLM 2025paperarXiv:2504.04953
23
citations

Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models

José Pombal, Nuno M Guerreiro, Ricardo Rei et al.

COLM 2025paperarXiv:2504.01001
8
citations