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cs.CL2025★ 1 cited
On-the-fly Preference Alignment via Principle-Guided Decoding
Mingye Zhu, Yi Liu, Lei Zhang +2
With the rapidly expanding landscape of large language models, aligning model generations with human values and preferences is becoming increasingly important. Popular alignment me…
cs.CL2024
LIRE: listwise reward enhancement for preference alignment
Mingye Zhu, Yi Liu, Lei Zhang +2
Recently, tremendous strides have been made to align the generation of Large Language Models (LLMs) with human values to mitigate toxic or unhelpful content. Leveraging Reinforceme…