Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions Paper • 2606.09076 • Published Jun 8 • 65
UltraData Collection Ultra Scale, Ultra Quality, Ultra Coverage • 14 items • Updated about 23 hours ago • 98
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published Feb 5 • 355
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 60
User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale Paper • 2601.08225 • Published Jan 13 • 53