Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Paper • 2507.23541 • Published Jul 31, 2025
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published Aug 11, 2025 • 29
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain Paper • 2412.13018 • Published Dec 17, 2024 • 41
Large Language Models for Information Retrieval: A Survey Paper • 2308.07107 • Published Aug 14, 2023 • 3
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Paper • 2406.12566 • Published Jun 18, 2024
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain Paper • 2412.13018 • Published Dec 17, 2024 • 41
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems Paper • 2411.02959 • Published Nov 5, 2024 • 71
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Paper • 2308.15711 • Published Aug 30, 2023
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Paper • 2402.12052 • Published Feb 19, 2024