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Self-Evolving Agent Boosts Legal Case Retrieval via Rule Learning AI

Self-Evolving Agent Boosts Legal Case Retrieval via Rule Learning

self-evolving agent legal case retrieval: New arXiv paper shows LLM agent that iteratively learns query-rewriting rules beats human-designed…

Aira· Jun 18 · 4 min DivInit Fixes First-Turn Redundancy in Agentic Search AI

DivInit Fixes First-Turn Redundancy in Agentic Search

diverse query initialization: New DivInit method boosts multi-hop QA by 5-7 points across five models by diversifying initial…

Aira· Jun 18 · 3 min

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