The Differences Between Direct Alignment Algorithms are a Blur
Paper
•
2502.01237
•
Published
•
111
LLM
-
-
s1: Simple test-time scaling
Paper • 2501.19393 • Published • 105 -
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
Paper • 2501.18585 • Published • 55 -
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Paper • 2501.17161 • Published • 106 -
Chain-of-Retrieval Augmented Generation
Paper • 2501.14342 • Published • 51 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 329