Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published 6 days ago • 45
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published 13 days ago • 120
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning Paper • 2505.17667 • Published 19 days ago • 87
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow Paper • 2505.17399 • Published 19 days ago • 14
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper • 2505.14810 • Published 21 days ago • 61
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published 21 days ago • 32
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27 • 39
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27 • 39
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs Paper • 2503.04369 • Published Mar 6 • 5
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs Paper • 2503.04369 • Published Mar 6 • 5 • 2
Liger: Linearizing Large Language Models to Gated Recurrent Structures Paper • 2503.01496 • Published Mar 3 • 18
UltraIF: Advancing Instruction Following from the Wild Paper • 2502.04153 • Published Feb 6 • 24
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 63
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 63
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 63 • 2