© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2021
A. Kulkarni, A. ShivanandaNatural Language Processing Recipeshttps://doi.org/10.1007/978-1-4842-7351-7_4

4. Advanced Natural Language Processing

Akshay Kulkarni1   and Adarsha Shivananda1
(1)
Bangalore, Karnataka, India
 
This chapter covers various advanced NLP techniques and leverages machine learning algorithms to extract information from text data and advanced NLP applications with a 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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