Computational Linguistics and Intelligent Text Processing

@inproceedings{Gelbukh2017ComputationalLA,
  title={Computational Linguistics and Intelligent Text Processing},
  author={Alexander F. Gelbukh},
  booktitle={Lecture Notes in Computer Science},
  year={2017}
}
Character-based models become more and more popular for different natural language processing task, especially due to the success of neural networks. They provide the possibility of directly model text sequences without the need of tokenization and, therefore, enhance the traditional preprocessing pipeline. This paper provides an overview of character-based models for a variety of natural language processing tasks. We group existing work in three categories: tokenization-based approaches, bag… CONTINUE READING

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