A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published 6 days ago • 31
Liger: Linearizing Large Language Models to Gated Recurrent Structures Paper • 2503.01496 • Published about 1 month ago • 16
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 59