作者位次 #2/7SIGIR 2026Oral· Information Retrieval (Full)
PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs
Guoqing Wang · Zhao Zhang · Zeyu Sun · Xiaofei Xie · Yizhou Chen · Yanchao Tan · Dan Hao
摘要
As Large Language Models (LLMs) increasingly serve as interfaces for proprietary data (e.g., enterprise knowledge bases, legal statutes), ensuring their fidelity to trusted internal information is paramount. While integrating real-time web search can enhance model utility, it introduces a critica...