Author

Yuxia Wang

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Jul 2026

Best-of-Evidence: Best-of-N Selection under Partial Verification

Best-of-Evidence (BoE) is introduced, an inference-time selection framework that keeps the BoN candidate pool fixed, represents reusable claims with a signed candidate--factor graph, and allocates a limited budget to evidence actions that can change the final choice.

Ce Zhang, Teng Fang, Yuxia Wang et al. · arXiv.org · 0 citations

#natural language process... Preprint Aug 2026

What Makes Agent Memory Useful for Reliable Unanswerable Question Handling?

It is found that memory can improve UAQ performance in some settings, but such gains are selective rather than universal and remain fragile under dataset shift, suggesting that reliable UAQ memory depends less on storing larger amounts of experience and more on preserving transferable behavioral guidance.

Chuanyuan Tan, Junpu Yu, Yuxia Wang et al. · 0 citations