We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published 9 days ago • 141
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published 12 days ago • 28
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published 14 days ago • 113
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
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Paper • 2312.11036 • Published Dec 18, 2023
Towards a Unified Language Model for Knowledge-Intensive Tasks Utilizing External Corpus Paper • 2402.01176 • Published Feb 2, 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey Paper • 2409.10102 • Published Sep 16, 2024
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30 • 59