VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning Paper • 2510.01444 • Published Oct 1 • 19
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models Paper • 2509.09675 • Published Sep 11 • 28
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9 • 99
Learning to Reason via Mixture-of-Thought for Logical Reasoning Paper • 2505.15817 • Published May 21 • 18
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Paper • 2503.06594 • Published Mar 9 • 6
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation Paper • 2502.11223 • Published Feb 16 • 1