AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play Paper • 2509.24193 • Published Sep 29 • 6
OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment Paper • 2510.07743 • Published Oct 9 • 8
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Paper • 2404.18443 • Published Apr 29, 2024
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Paper • 2410.17952 • Published Oct 23, 2024 • 1
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization Paper • 2502.10993 • Published Feb 16 • 1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration Paper • 2504.04915 • Published Apr 7
MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale Paper • 2506.04405 • Published Jun 4 • 7