Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 91
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Paper • 2410.23090 • Published Oct 30, 2024 • 56
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 73
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems Paper • 2411.02959 • Published Nov 5, 2024 • 72
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published May 22, 2025 • 60
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories Paper • 2602.10809 • Published Feb 11 • 59
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published Feb 12 • 36
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published Feb 9 • 26
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 103
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30, 2025 • 61
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data Paper • 2502.08468 • Published Feb 12, 2025 • 16
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9, 2025 • 106