IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction Paper • 2511.07327 • Published 16 days ago • 72
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning Paper • 2507.01006 • Published Jul 1 • 238
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning Paper • 2506.18841 • Published Jun 23 • 56
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model Paper • 2504.15843 • Published Apr 22 • 17
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13 • 99
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4 • 103
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Paper • 2501.01957 • Published Jan 3 • 47
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published Dec 25, 2024 • 104