The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13 • 92
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2 • 50
ProcessBench: Identifying Process Errors in Mathematical Reasoning Paper • 2412.06559 • Published Dec 9, 2024 • 80
ProcessBench: Identifying Process Errors in Mathematical Reasoning Paper • 2412.06559 • Published Dec 9, 2024 • 80 • 6
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Paper • 2411.11504 • Published Nov 18, 2024 • 20
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Paper • 2411.11504 • Published Nov 18, 2024 • 20 • 2
Language Models can Self-Lengthen to Generate Long Texts Paper • 2410.23933 • Published Oct 31, 2024 • 18
Language Models can Self-Lengthen to Generate Long Texts Paper • 2410.23933 • Published Oct 31, 2024 • 18 • 3
Aligning Large Language Models via Self-Steering Optimization Paper • 2410.17131 • Published Oct 22, 2024 • 23
Aligning Large Language Models via Self-Steering Optimization Paper • 2410.17131 • Published Oct 22, 2024 • 23 • 3
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models Paper • 2410.13841 • Published Oct 17, 2024 • 17
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models Paper • 2410.13841 • Published Oct 17, 2024 • 17 • 2
Rethinking Data Selection at Scale: Random Selection is Almost All You Need Paper • 2410.09335 • Published Oct 12, 2024 • 17
Rethinking Data Selection at Scale: Random Selection is Almost All You Need Paper • 2410.09335 • Published Oct 12, 2024 • 17 • 3
Domain Incremental Lifelong Learning in an Open World Paper • 2305.06555 • Published May 11, 2023 • 1
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Paper • 2311.03099 • Published Nov 6, 2023 • 29
Improving Question Generation with Multi-level Content Planning Paper • 2310.13512 • Published Oct 20, 2023