© Akshay Kulkarni and Adarsha Shivananda 2019
Akshay Kulkarni and Adarsha ShivanandaNatural Language Processing Recipeshttps://doi.org/10.1007/978-1-4842-4267-4_4

4. Advanced Natural Language Processing

Akshay Kulkarni1  and Adarsha Shivananda1
(1)
Bangalore, Karnataka, India
 
In this chapter, we are going to cover various advanced NLP techniques and leverage machine learning algorithms to extract information from text data as well as some of the advanced NLP applications with the solution approach and implementation.

  • Recipe 1. Noun Phrase extraction

  • Recipe 2. Text similarity

  • Recipe 3. Parts of speech tagging

  • Recipe 4. Information extraction – NER – Entity recognition

  • Recipe 5. Topic modeling

  • Recipe 6. Text classification

  • Recipe 7. Sentiment analysis ...

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