A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published 11 days ago • 39
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs Paper • 2503.04369 • Published Mar 6 • 5
Liger: Linearizing Large Language Models to Gated Recurrent Structures Paper • 2503.01496 • Published Mar 3 • 16
UltraIF: Advancing Instruction Following from the Wild Paper • 2502.04153 • Published Feb 6 • 22
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 60