LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Paper • 2507.15758 • Published 7 days ago • 31
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published 9 days ago • 113
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation Paper • 2506.06962 • Published Jun 8 • 29
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Paper • 2505.24500 • Published May 30 • 12
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation Paper • 2506.03139 • Published Jun 3 • 15
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 174
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models Paper • 2505.15801 • Published May 21 • 17
Let LLMs Break Free from Overthinking via Self-Braking Tuning Paper • 2505.14604 • Published May 20 • 23
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning Paper • 2505.14684 • Published May 20 • 23
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 58
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published May 12 • 8
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency Paper • 2504.18589 • Published Apr 24 • 13
OmniSVG: A Unified Scalable Vector Graphics Generation Model Paper • 2504.06263 • Published Apr 8 • 173
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Paper • 2503.21696 • Published Mar 27 • 23