Learning from Teacher Continuations at Student States Paper • 2609.36246 • Published 14 days ago • 41
Selecting Diverse SFT Traces Improves Post-RL Generalization Paper • 2609.33780 • Published 15 days ago • 38
CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists Paper • 2605.26029 • Published May 28 • 14
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published May 27 • 63
Useful Memories Become Faulty When Continuously Updated by LLMs Paper • 2605.12978 • Published May 13 • 19
SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers Paper • 2602.05115 • Published Feb 4 • 20
Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning Paper • 2602.01058 • Published Feb 1 • 45
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6, 2025 • 191
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training Paper • 2504.13161 • Published Apr 17, 2025 • 96
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarsity Paper • 2502.11901 • Published Feb 17, 2025 • 6
Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization Paper • 2410.04717 • Published Oct 7, 2024 • 18