Nguyen Minh Phuc

The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models

Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling

Weak-to-strong Generalization via Formative Learning from Student Demonstrations & Teacher Evaluation

Mitigating Reward Over-optimization in Direct Alignment Algorithms with Adaptive Importance Sampling