Incorporating Linguistic Knowledge for Learning Distributed Word Representations

@inproceedings{Wang2015IncorporatingLK,
  title={Incorporating Linguistic Knowledge for Learning Distributed Word Representations},
  author={Yan Wang and Zhiyuan Liu and Maosong Sun},
  booktitle={PloS one},
  year={2015}
}
Combined with neural language models, distributed word representations achieve significant advantages in computational linguistics and text mining. Most existing models estimate distributed word vectors from large-scale data in an unsupervised fashion, which, however, do not take rich linguistic knowledge into consideration. Linguistic knowledge can be… CONTINUE READING