RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback Paper • 2507.15024 • Published Jul 20, 2025 • 14
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2, 2025 • 187
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think Paper • 2502.20172 • Published Feb 27, 2025 • 29
MoBA: Mixture of Block Attention for Long-Context LLMs Paper • 2502.13189 • Published Feb 18, 2025 • 17
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques Paper • 2501.14492 • Published Jan 24, 2025 • 27
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published Jan 21, 2025 • 66
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13, 2025 • 99
Enabling Scalable Oversight via Self-Evolving Critic Paper • 2501.05727 • Published Jan 10, 2025 • 72
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published Dec 16, 2024 • 60
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2, 2025 • 51