Incremental Joint POS Tagging and Dependency Parsing in Chinese

@inproceedings{Hatori2011IncrementalJP,
  title={Incremental Joint POS Tagging and Dependency Parsing in Chinese},
  author={Jun Hatori and Takuya Matsuzaki and Yusuke Miyao and Jun'ichi Tsujii},
  booktitle={IJCNLP},
  year={2011}
}
We address the problem of joint part-of-speech (POS) tagging and dependency parsing in Chinese. In Chinese, some POS tags are often hard to disambiguate without considering longrange syntactic information. Also, the traditional pipeline approach to POS tagging and dependency parsing may suffer from the problem of error propagation. In this paper, we propose the first incremental approach to the task of joint POS tagging and dependency parsing, which is built upon a shift-reduce parsing… CONTINUE READING
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