Poster "large language model evaluation" Papers

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Auto-Vocabulary Semantic Segmentation

Osman Ülger, Maksymilian Kulicki, Yuki Asano et al.

ICCV 2025arXiv:2312.04539

BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks

Anna Sokol, Elizabeth Daly, Michael Hind et al.

NEURIPS 2025arXiv:2410.12974

BenTo: Benchmark Reduction with In-Context Transferability

Hongyu Zhao, Ming Li, Lichao Sun et al.

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.

How Benchmark Prediction from Fewer Data Misses the Mark

Guanhua Zhang, Florian E. Dorner, Moritz Hardt

NEURIPS 2025arXiv:2506.07673

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

Jian Wu, Linyi Yang, Dongyuan Li et al.

Dynamic Evaluation of Large Language Models by Meta Probing Agents

Kaijie Zhu, Jindong Wang, Qinlin Zhao et al.

ICML 2024arXiv:2402.14865