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Collections including paper arxiv:2508.15804

artillerywu/DeepResearch-9K

Viewer • Updated Feb 21 • 3.97k • 291 • 14
ScholarGym: Benchmarking Deep Research Workflows on Academic Literature Retrieval

Paper • 2601.21654 • Published Jan 29
Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies

Paper • 2601.12369 • Published Jan 18 • 4
ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
Behavioral Fingerprinting of Large Language Models

Paper • 2509.04504 • Published Sep 2, 2025 • 6
Statistical Methods in Generative AI

Paper • 2509.07054 • Published Sep 8, 2025 • 11
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 196 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

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 • 29
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 34
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 57
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 111
Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204

Vision Language Action models

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 35
MolmoAct: Action Reasoning Models that can Reason in Space

Paper • 2508.07917 • Published Aug 11, 2025 • 45
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies

Paper • 2508.20072 • Published Aug 27, 2025 • 32

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 45
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 1.49k • 562
nvidia/OpenMathReasoning

Viewer • Updated May 27, 2025 • 5.68M • 17.4k • 453
Search Arena: Analyzing Search-Augmented LLMs

Paper • 2506.05334 • Published Jun 5, 2025 • 18

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 14
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 61
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2, 2025 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29, 2025 • 7

artillerywu/DeepResearch-9K

Viewer • Updated Feb 21 • 3.97k • 291 • 14
ScholarGym: Benchmarking Deep Research Workflows on Academic Literature Retrieval

Paper • 2601.21654 • Published Jan 29
Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies

Paper • 2601.12369 • Published Jan 18 • 4
ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 57
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 111
Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
Behavioral Fingerprinting of Large Language Models

Paper • 2509.04504 • Published Sep 2, 2025 • 6
Statistical Methods in Generative AI

Paper • 2509.07054 • Published Sep 8, 2025 • 11
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

Vision Language Action models

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 35
MolmoAct: Action Reasoning Models that can Reason in Space

Paper • 2508.07917 • Published Aug 11, 2025 • 45
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies

Paper • 2508.20072 • Published Aug 27, 2025 • 32

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 196 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 45
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 1.49k • 562
nvidia/OpenMathReasoning

Viewer • Updated May 27, 2025 • 5.68M • 17.4k • 453
Search Arena: Analyzing Search-Augmented LLMs

Paper • 2506.05334 • Published Jun 5, 2025 • 18

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 • 29
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 34
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 14
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 61
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2, 2025 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29, 2025 • 7

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