Corpus ID: 104292456

A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing

@article{Yan2019AUM,
  title={A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing},
  author={H. Yan and Xipeng Qiu and X. Huang},
  journal={ArXiv},
  year={2019},
  volume={abs/1904.04697}
}

H. Yan, Xipeng Qiu, X. Huang

Published 2019

Computer Science

ArXiv

Chinese word segmentation and dependency parsing are two fundamental tasks for Chinese natural language processing. The dependency parsing is defined on word-level, therefore word segmentation is the precondition of dependency parsing, which makes dependency parsing suffers from error propagation. In this paper, we propose a unified model to integrate Chinese word segmentation and dependency parsing. Different from previous joint models, our proposed model is a graph-based model and more… CONTINUE READING

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