Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
Paper • 2509.24107 • Published • 80
Research
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Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
Paper • 2510.08276 • Published • 10 -
DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking
Paper • 2510.20168 • Published • 28 -
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics
Paper • 2510.17797 • Published • 11 -
PokeeResearch: Effective Deep Research via Reinforcement Learning from AI Feedback and Robust Reasoning Scaffold
Paper • 2510.15862 • Published • 10 -
Tongyi DeepResearch Technical Report
Paper • 2510.24701 • Published • 103 -
Repurposing Synthetic Data for Fine-grained Search Agent Supervision
Paper • 2510.24694 • Published • 25 -
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
Paper • 2510.24698 • Published • 21 -
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
Paper • 2510.24697 • Published • 21 -
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Paper • 2511.19399 • Published • 63 -
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Paper • 2602.10809 • Published • 58