Kexuan Zhang

Fuzhou University

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Natural Language Processing (1)RLHF & Preference Learning (1)

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Yi-Lei Wang (1)Jiaxin Gan (1)Peichao Lai (1)

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Jul 29, 2026

Jul 29, 2026·also Fuzhou University

DIRECT: Direct Decoding for Efficient and Aligned Sequence Labeling with Large Language Models

DIRECT achieves remarkable efficiency gains in sequence labeling by leveraging a template-filling mechanism that minimizes redundant computations while enhancing task alignment with human preferences.

Yi-Lei Wang, Jiaxin Gan, Kexuan Zhang +1

Natural Language Processing RLHF & Preference Learning

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Kexuan Zhang

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Frequent co-authors

Papers (1)