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Collections including paper arxiv:2606.01993

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

Paper • 2606.02060 • Published Jun 1 • 58
MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?

Paper • 2606.01993 • Published Jun 1 • 15
NJU-LINK/DR3-Eval

Viewer • Updated Apr 20 • 100 • 1.63k • 2
TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation

Paper • 2606.02320 • Published Jun 1 • 15

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 37
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Paper • 2411.14432 • Published Nov 21, 2024 • 26

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published 25 days ago • 34
Memento-Skills: Let Agents Design Agents

Paper • 2603.18743 • Published Mar 19 • 58
SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?

Paper • 2603.15401 • Published Mar 16 • 20
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 56

Graph insights with Ai and LLM

ControlLLM: Augment Language Models with Tools by Searching on Graphs

Paper • 2310.17796 • Published Oct 26, 2023 • 18
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster

Paper • 2311.08263 • Published Nov 14, 2023 • 16
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22, 2025 • 130
ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning

Paper • 2502.04689 • Published Feb 7, 2025 • 9

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

Paper • 2606.02060 • Published Jun 1 • 58
MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?

Paper • 2606.01993 • Published Jun 1 • 15
NJU-LINK/DR3-Eval

Viewer • Updated Apr 20 • 100 • 1.63k • 2
TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation

Paper • 2606.02320 • Published Jun 1 • 15

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published 25 days ago • 34
Memento-Skills: Let Agents Design Agents

Paper • 2603.18743 • Published Mar 19 • 58
SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?

Paper • 2603.15401 • Published Mar 16 • 20
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 56

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

Graph insights with Ai and LLM

ControlLLM: Augment Language Models with Tools by Searching on Graphs

Paper • 2310.17796 • Published Oct 26, 2023 • 18
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster

Paper • 2311.08263 • Published Nov 14, 2023 • 16
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22, 2025 • 130
ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning

Paper • 2502.04689 • Published Feb 7, 2025 • 9

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 37
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Paper • 2411.14432 • Published Nov 21, 2024 • 26

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