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Table Card RUSMARC
Title: Natural language processing (Amsterdam, Netherlands) ;. Negation and speculation detection. — v. 13.
Creators: Cruz Díaz Noa P.,
Other creators: Maña López Manuel J.,
Collection: Электронные книги зарубежных издательств; Общая коллекция
Subjects: Grammar, Comparative and general — Negatives.; LANGUAGE ARTS & DISCIPLINES / Grammar & Punctuation; LANGUAGE ARTS & DISCIPLINES / Linguistics / Syntax; EBSCO eBooks
Document type: Other
File type: PDF
Language: English
Rights: Доступ по паролю из сети Интернет (чтение, печать, копирование)
Record key: on1079412049

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Table of Contents

  • Negation and Speculation Detection
  • Editorial page
  • Title page
  • Copyright page
  • Table of contents
  • Acknowledgements
  • List of Abbreviations
  • 1. Introduction
    • 1.1 Motivation
    • 1.2 Negation and speculation in natural language
    • 1.3 Basic notions
    • 1.4 Application domains
    • 1.5 Structure of the book
  • 2. Negation
    • 2.1 Definition of negation
    • 2.2 Types of negation
    • 2.3 Negation detection
      • 2.3.1 Rule-based approaches
      • 2.3.2 Machine learning based systems
      • 2.3.3 Hybrid approaches
      • 2.3.4 Deep learning
      • 2.3.5 Other works
    • 2.4 Conclusions and chapter summary
    • 2.5 Further reading and relevant resources
    • Suggestions for further reading
  • 3. Speculation
    • 3.1 Defining speculation
    • 3.2 Speculation detection
    • 3.3 Conclusions and chapter summary
    • 3.4 Further reading and relevant resources
    • Suggestions for further reading
  • 4. Applications
    • 4.1 Information extraction
    • 4.2 Sentiment analysis and opinion mining
    • 4.3 Recognising textual entailment
    • 4.4 Machine translation
    • 4.5 Information retrieval
    • 4.6 Other tasks
    • 4.7 Conclusions and chapter summary
    • 4.8 Further reading and relevant resources
    • Suggestions for further reading
  • 5. Resources
    • 5.1 Annotated corpora
    • 5.2 Tools
    • 5.3 Evaluation
      • 5.3.1 Evaluation measures for cue identification
      • 5.3.2 Evaluation measures for scope resolution
    • 5.4 Conclusions and chapter summary
    • 5.5 Further reading and relevant resources
    • Suggestions for further reading
  • 6. Future trends and discussion
    • 6.1 Future trends
    • 6.2 Discussion
    • 6.3 Final remarks
  • Glossary
  • References
  • Subject index

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