ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use Paper • 2510.27363 • Published Oct 31 • 22
E^2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker Paper • 2510.22733 • Published Oct 26 • 31
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24 • 99
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published Oct 20 • 33
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published Aug 14 • 144
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published Aug 11 • 29
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9 • 117
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search Paper • 2507.02652 • Published Jul 3 • 26
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 • 58
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 • 73
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 • 70