DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published 8 days ago • 188
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published 13 days ago • 12
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published 20 days ago • 91
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs Paper • 2511.16664 • Published 19 days ago • 24
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published 20 days ago • 105
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence Paper • 2510.20579 • Published Oct 23 • 55
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21 • 83
Unified Reinforcement and Imitation Learning for Vision-Language Models Paper • 2510.19307 • Published Oct 22 • 29
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models Paper • 2510.16641 • Published Oct 18 • 4
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31 • 84
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2 • 83
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2 • 225
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning Paper • 2508.20751 • Published Aug 28 • 89
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning Paper • 2507.05255 • Published Jul 7 • 74