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Collections including paper arxiv:2505.22648

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 18
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4, 2024 • 30
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 33
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

learning_from_papers

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5 • 121
SpatialLM: Training Large Language Models for Structured Indoor Modeling

Paper • 2506.07491 • Published Jun 9 • 50
LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos

Paper • 2508.14041 • Published Aug 19 • 59

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Paper • 2509.06917 • Published Sep 8 • 41
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents

Paper • 2507.04009 • Published Jul 5 • 51
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning

Paper • 2508.18966 • Published Aug 26 • 56
Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10 • 660
FastVLM: Efficient Vision Encoding for Vision Language Models

Paper • 2412.13303 • Published Dec 17, 2024 • 72
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator

Paper • 2411.15466 • Published Nov 23, 2024 • 39

RAVine: Reality-Aligned Evaluation for Agentic Search

Paper • 2507.16725 • Published Jul 22 • 29
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Paper • 2506.21506 • Published Jun 26 • 51
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published Apr 28 • 39
TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems

Paper • 2506.04133 • Published Jun 4 • 3

WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

Useful Resources

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

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

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

Paper • 2509.13313 • Published Sep 16 • 79
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16 • 91

This collection is a list of papers I find to be very interesting.

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 301
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 315
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4 • 210

Deep-research-agents

holding paper related to deep research agents.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Paper • 2508.16279 • Published Aug 22 • 53

WebAgent for Information Seeking built by Tongyi Lab

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

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

Paper • 2501.07572 • Published Jan 13 • 23
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3 • 123
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 18
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4, 2024 • 30
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 33
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

learning_from_papers

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5 • 121
SpatialLM: Training Large Language Models for Structured Indoor Modeling

Paper • 2506.07491 • Published Jun 9 • 50
LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos

Paper • 2508.14041 • Published Aug 19 • 59

Useful Resources

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

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

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

Paper • 2509.13313 • Published Sep 16 • 79
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16 • 91

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Paper • 2509.06917 • Published Sep 8 • 41
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents

Paper • 2507.04009 • Published Jul 5 • 51
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

This collection is a list of papers I find to be very interesting.

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 301
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 315
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4 • 210

USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning

Paper • 2508.18966 • Published Aug 26 • 56
Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10 • 660
FastVLM: Efficient Vision Encoding for Vision Language Models

Paper • 2412.13303 • Published Dec 17, 2024 • 72
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator

Paper • 2411.15466 • Published Nov 23, 2024 • 39

Deep-research-agents

holding paper related to deep research agents.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Paper • 2508.16279 • Published Aug 22 • 53

RAVine: Reality-Aligned Evaluation for Agentic Search

Paper • 2507.16725 • Published Jul 22 • 29
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Paper • 2506.21506 • Published Jun 26 • 51
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published Apr 28 • 39
TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems

Paper • 2506.04133 • Published Jun 4 • 3

WebAgent for Information Seeking built by Tongyi Lab

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

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

Paper • 2501.07572 • Published Jan 13 • 23
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3 • 123
WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28 • 33

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