作者位次 #6/6SIGIR 2026Oral· Information Retrieval (Full)
RULER: Robust Unified LLM-based Efficient Retrieval for Legal Information
Chenyu Hou · Ziyang Wang · Bin Cao · Jiaxing Wang · Tianming Zhang · Tiantian Li
摘要
Legal information retrieval demands high precision, yet traditional ''Retrieve-then-Rerank'' pipelines with two separate models suffer from cascading error propagation and knowledge disconnects between stages. To address these issues, we propose RULER, a Robust Unified LLM-based Efficient Retriev...