"reliability" Papers

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Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling

Hang Zheng, Hongshen Xu, Yuncong Liu et al.

COLM 2025paperarXiv:2503.02233
8
citations

Exposing and Patching the Flaws of Large Language Models in Social Character Simulation

Yue Huang, Zhengqing Yuan, Yujun Zhou et al.

COLM 2025paper