DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research Paper • 2505.19253 • Published May 25 • 26
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published May 22 • 56
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30 • 57
view article Article The N Implementation Details of RLHF with PPO By vwxyzjn and 2 others • Oct 24, 2023 • 59
view article Article Open-source DeepResearch – Freeing our search agents By m-ric and 4 others • Feb 4 • 1.26k
view article Article Introducing smolagents: simple agents that write actions in code. By m-ric and 2 others • Dec 31, 2024 • 1.07k
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 74
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain Paper • 2412.13018 • Published Dec 17, 2024 • 42
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents Paper • 2410.10594 • Published Oct 14, 2024 • 28
Large Language Models for Information Retrieval: A Survey Paper • 2308.07107 • Published Aug 14, 2023 • 3
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation Paper • 2412.11919 • Published Dec 16, 2024 • 37
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems Paper • 2411.02959 • Published Nov 5, 2024 • 71
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Paper • 2410.09584 • Published Oct 12, 2024 • 49