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Guokai Zheng

2 accepted papers

2024

When Generative Adversarial Networks Meet Sequence Labeling Challenges

EMNLP 2024main

The current framework for sequence labeling encompasses a feature extractor and a sequence tagger. This study introduces a unified framework named SLGAN, which harnesses the capabilities of Generative Adversarial Networks to address the challenges associated with Sequence Labeling tasks. SLGAN not o…

2022

Word Segmentation by Separation Inference for East Asian Languages

ACL 2022findings

Chinese Word Segmentation (CWS) intends to divide a raw sentence into words through sequence labeling. Thinking in reverse, CWS can also be viewed as a process of grouping a sequence of characters into a sequence of words. In such a way, CWS is reformed as a separation inference task in every adjace…