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[Book] Natural Language Processing Technology, published in March 2020.

★Understand everything from the basics of natural language processing to trending technologies from scratch! We will also introduce many techniques for preprocessing and improving accuracy that are useful in practice.

●Understand by purpose! Essential technologies for implementing various processing methods and applications ●Learn hands-on! How to create a document classification model ⇒ Based on example problems, we will explain step by step the preparation of data, preprocessing, fine-tuning settings, etc., along with abundant source code. ●Directly linked to improving processing accuracy! Practical "preprocessing" methods and implementations ⇒ How to handle proper nouns? What are the countermeasures for notation variations? Introduction of useful tools and libraries. ●Research and development trends and application examples by application ⇒ Proposing approaches to challenges encountered in practice, such as dealing with data shortages and unknown words not in the training data, recognition of domain-specific proper expressions, and how to utilize datasets.

  • Document and Data Management
  • Data Search Software
  • project management

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