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1. Yuqi-Zhou/LRAT Yuqi-Zhou/LRAT Public

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

   Python 38 2

2. quchangle1/MatchTIR quchangle1/MatchTIR Public

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

   Python 20 1

3. quchangle1/LLM-Tool-Survey quchangle1/LLM-Tool-Survey Public

   This is the repository for the Tool Learning survey.

   482 16

4. Cocktail Cocktail Public

   Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration

   Python 15

5. LLM-IR-Bias-Fairness-Survey LLM-IR-Bias-Fairness-Survey Public

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

   60 3

6. GuoqingWang1/IGPO GuoqingWang1/IGPO Public

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

   Python 55 2