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Collections including paper arxiv:2507.02592

Useful Resources

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Paper • 2507.15061 • Published Jul 20, 2025 • 60
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16, 2025 • 80
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16, 2025 • 91

Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

Paper • 2504.12626 • Published Apr 17, 2025 • 51
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4, 2025 • 274
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 305

Search indexing

WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

Agentic & Multi-turn Chat

Literature for evaluating agents and multi-turn chat. Blogs: https://arize.com/blog/prompt-learning-using-english-feedback-to-optimize-llm-systems

CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs

Paper • 2408.02193 • Published Aug 5, 2024 • 1
google/frames-benchmark

Viewer • Updated Oct 15, 2024 • 824 • 11.1k • 252
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 19.6k • 644
callanwu/WebWalkerQA

Viewer • Updated Sep 8, 2025 • 14.3k • 11.3k • 51

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30, 2025 • 282
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1, 2025 • 254
A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 263

WebAgent for Information Seeking built by Tongyi Lab

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Paper • 2507.15061 • Published Jul 20, 2025 • 60
WebWalker: Benchmarking LLMs in Web Traversal

Paper • 2501.07572 • Published Jan 13, 2025 • 24
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33

WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents

Paper • 2507.03112 • Published Jul 3, 2025 • 34
A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens

Paper • 2506.17218 • Published Jun 20, 2025 • 29
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

VideoDeepResearch: Long Video Understanding With Agentic Tool Using

Paper • 2506.10821 • Published Jun 12, 2025 • 19
Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published Jun 25, 2025 • 64
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

Useful Resources

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Paper • 2507.15061 • Published Jul 20, 2025 • 60
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16, 2025 • 80
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16, 2025 • 91

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30, 2025 • 282
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1, 2025 • 254
A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 263

Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

Paper • 2504.12626 • Published Apr 17, 2025 • 51
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4, 2025 • 274
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 305

WebAgent for Information Seeking built by Tongyi Lab

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Paper • 2507.15061 • Published Jul 20, 2025 • 60
WebWalker: Benchmarking LLMs in Web Traversal

Paper • 2501.07572 • Published Jan 13, 2025 • 24
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33

Search indexing

WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents

Paper • 2507.03112 • Published Jul 3, 2025 • 34
A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens

Paper • 2506.17218 • Published Jun 20, 2025 • 29
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

Agentic & Multi-turn Chat

Literature for evaluating agents and multi-turn chat. Blogs: https://arize.com/blog/prompt-learning-using-english-feedback-to-optimize-llm-systems

CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs

Paper • 2408.02193 • Published Aug 5, 2024 • 1
google/frames-benchmark

Viewer • Updated Oct 15, 2024 • 824 • 11.1k • 252
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 19.6k • 644
callanwu/WebWalkerQA

Viewer • Updated Sep 8, 2025 • 14.3k • 11.3k • 51

VideoDeepResearch: Long Video Understanding With Agentic Tool Using

Paper • 2506.10821 • Published Jun 12, 2025 • 19
Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published Jun 25, 2025 • 64
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 126

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