一作SIGIR 2026Poster· Information Retrieval (Resource)
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
Kepu Zhang · Zhongxiang Sun · Weijie Yu · Xiaoxue Zang · Kai Zheng · Yang Song · Han Li · Jun Xu
摘要
Current benchmarks evaluate the performance of RAG methods from various perspectives, they share a common assumption that user queries used for retrieval are error-free. However, in real-world interactions between users and LLMs, query entry errors are frequent. The impact of these errors on curr...