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.
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