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1. Yuqi-Zhou/LRATYuqi-Zhou/LRATPublic

   The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.

   Python 62 2

2. inclusionAI/DR-VenusinclusionAI/DR-VenusPublic

   Python 95 13

3. GuoqingWang1/IGPOGuoqingWang1/IGPOPublic

   [ICLR 2026] Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents

   Python 148 9

4. quchangle1/MatchTIRquchangle1/MatchTIRPublic

   The implementation for ACL 2026: MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching.

   Python 20 1

5. quchangle1/LLM-Tool-Surveyquchangle1/LLM-Tool-SurveyPublic

   This is the repository for the Tool Learning survey.

   488 16

6. LLM-IR-Bias-Fairness-SurveyLLM-IR-Bias-Fairness-SurveyPublic

   This is the repo for the survey of Bias and Fairness in IR with LLMs.

   64 3