"evaluation framework" Papers

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Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness

Rongzhe Wei, Peizhi Niu, Hans Hao-Hsun Hsu et al.

NEURIPS 2025arXiv:2506.05735
9
citations

JudgeBench: A Benchmark for Evaluating LLM-Based Judges

Sijun Tan, Siyuan Zhuang, Kyle Montgomery et al.

ICLR 2025arXiv:2410.12784
163
citations

Scalable Evaluation and Neural Models for Compositional Generalization

Giacomo Camposampiero, Pietro Barbiero, Michael Hersche et al.

NEURIPS 2025arXiv:2511.02667

Assessing Large Language Models on Climate Information

Jannis Bulian, Mike Schäfer, Afra Amini et al.

ICML 2024arXiv:2310.02932
34
citations

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Mantas Mazeika, Long Phan, Xuwang Yin et al.

ICML 2024arXiv:2402.04249
802
citations