Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 3 days ago • 123
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Paper • 2505.18962 • Published 12 days ago • 12
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Paper • 2505.18962 • Published 12 days ago • 12
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers Paper • 2505.21497 • Published 9 days ago • 91
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17 • 41
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval Paper • 2410.21012 • Published Oct 28, 2024
R$^3$Mem: Bridging Memory Retention and Retrieval via Reversible Compression Paper • 2502.15957 • Published Feb 21
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17 • 41
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Paper • 2505.10554 • Published 21 days ago • 118
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 285
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 285