04:00
2026-06-17
arxiv.org
large-language-models
When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval
Researchers propose a self-evolving framework for legal case retrieval that uses an LLM-based agent to iteratively create and refine rewriting rules for BM25, outperforming non-evolutionary baselines …