A Unified Evaluation-Instructed Framework for Query-Dependent Prompt Optimization 事件

A Unified Evaluation-Instructed Framework for Query-Dependent Prompt Optimization arXiv:2511.19829v2 Announce Type: replace Abstract: Most prompt-optimization methods refine a single static template, making them ineffective in complex and dynamic user scenarios. Existing query-dependent approaches rely on unstable textual feedback or black-box reward models, providing weak and uninterpretable optimization signals. More fundamentally, prompt quality itself lacks a unified, systematic definition,