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20242026
most citedTraining Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

2 citations · 4 across the 7 of their papers we have counts for

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cs.LG2026

Boosting Direct Preference Optimization with Penalization

Pengwei Sun

Offline preference optimization has become a practical substitute for reinforcement learning from human feedback, but pairwise objectives such as Direct Preference Optimization (DP…

cs.CL2026

BoRP: Bootstrapped Regression Probing for Scalable and Human-Aligned LLM Evaluation

Peng Sun, Xiangyu Zhang, Duan Wu +5

Accurate evaluation of user satisfaction is critical for iterative development of conversational AI. However, for open-ended assistants, traditional A/B testing lacks reliable metr…