AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
Paper • 2605.20025 • Published • 191
Shiyu Feng
mziyiw
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upvoted 5
papers 3 months ago
TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents
Paper • 2605.16909 • Published • 10
PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models
Paper • 2605.20873 • Published • 44
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
Paper • 2605.04018 • Published • 41
Recursive Multi-Agent Systems
Paper • 2604.25917 • Published • 289
upvoted 5
papers 4 months ago
Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models
Paper • 2604.10949 • Published • 40
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability
Paper • 2604.06628 • Published • 330
Adam's Law: Textual Frequency Law on Large Language Models
Paper • 2604.02176 • Published • 511
AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning
Paper • 2604.05846 • Published • 11
ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers
Paper • 2603.24414 • Published • 183
upvoted 4
papers 5 months ago
Efficient Reasoning with Balanced Thinking
Paper • 2603.12372 • Published • 152
Demystifing Video Reasoning
Paper • 2603.16870 • Published • 373
Lost in Stories: Consistency Bugs in Long Story Generation by LLMs
Paper • 2603.05890 • Published • 93
The Trinity of Consistency as a Defining Principle for General World Models
Paper • 2602.23152 • Published • 204
upvoted 5
papers 6 months ago
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
Paper • 2602.22859 • Published • 150
A Very Big Video Reasoning Suite
Paper • 2602.20159 • Published • 526
SkillOrchestra: Learning to Route Agents via Skill Transfer
Paper • 2602.19672 • Published • 58
Agents of Chaos
Paper • 2602.20021 • Published • 36
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 267