Self-Rewarding Vision-Language Model via Reasoning Decomposition Paper • 2508.19652 • Published 11 days ago • 79
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation Paper • 2505.10962 • Published May 16 • 8
Expanding RL with Verifiable Rewards Across Diverse Domains Paper • 2503.23829 • Published Mar 31 • 24
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs Paper • 2501.18585 • Published Jan 30 • 62
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning Paper • 2410.06508 • Published Oct 9, 2024 • 11
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows Paper • 2409.17433 • Published Sep 25, 2024 • 9
Scaling Synthetic Data Creation with 1,000,000,000 Personas Paper • 2406.20094 • Published Jun 28, 2024 • 105
Stabilizing RLHF through Advantage Model and Selective Rehearsal Paper • 2309.10202 • Published Sep 18, 2023 • 11
The Trickle-down Impact of Reward (In-)consistency on RLHF Paper • 2309.16155 • Published Sep 28, 2023 • 1
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Paper • 2404.12253 • Published Apr 18, 2024 • 56