Discrete and Neural Models for Chinese POS Tagging: Comparison and Combination

@inproceedings{Zhang2016DiscreteAN,
  title={Discrete and Neural Models for Chinese POS Tagging: Comparison and Combination},
  author={Meishan Zhang and Nan Yu and Guohong Fu},
  booktitle={NLPCC/ICCPOL},
  year={2016}
}
Discrete and Neural models are two mainstream methods for Chinese POS tagging nowadays. Both have achieved state-of-the-art performances. In this paper, we compare the two kinds of models empirically, and further investigate the combination methods of them. In particular, as the pre-trained word embeddings are exploited under the neural setting, one can regard neural models as semi-supervised setting. To make a fairer comparison of the discrete and the neural models, we incorporate word… CONTINUE READING