We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published 10 days ago • 142
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published 13 days ago • 28
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published 15 days ago • 114
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs Paper • 2507.09477 • Published Jul 13 • 80
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search Paper • 2507.02652 • Published Jul 3 • 24
MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings Paper • 2506.23115 • Published Jun 29 • 37
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published May 22 • 57
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data Paper • 2502.08468 • Published Feb 12 • 15
WebThinker Collection A deep research agent that autonomously searches the web, navigates web pages, and drafts research reports. • 5 items • Updated May 1 • 10
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30 • 59
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
Smaller Language Models Are Better Instruction Evolvers Paper • 2412.11231 • Published Dec 15, 2024 • 29
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
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Paper • 2410.23090 • Published Oct 30, 2024 • 56