"large language model evaluation" Papers

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BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks

Anna Sokol, Elizabeth Daly, Michael Hind et al.

NeurIPS 2025posterarXiv:2410.12974
2
citations

FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Yifei Ming, Senthil Purushwalkam, Shrey Pandit et al.

ICLR 2025poster
45
citations

MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions

Jian Wu, Linyi Yang, Dongyuan Li et al.

ICLR 2025poster
23
citations

Dynamic Evaluation of Large Language Models by Meta Probing Agents

Kaijie Zhu, Jindong Wang, Qinlin Zhao et al.

ICML 2024poster