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Formal Analysis for Natural Language Processing: A Handbook

The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects...

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Shranjeno v:
Bibliografske podrobnosti
Glavni avtor: Feng, Zhiwei (Author)
Korporativna značnica: SpringerLink (Online service)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Izdaja:1st ed. 2023.
Teme:
Natural language processing (Computer science).
Computer science.
Computational linguistics.
Natural Language Processing (NLP).
Computer Science Logic and Foundations of Programming.
Computational Linguistics.
Online dostop:https://doi.org/10.1007/978-981-16-5172-4
Oznake: Označite
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Kazalo:
  • Preface
  • Chapter 1. Past and Present of Natural Language Processing
  • Chapter 2. Pioneers in Study of Language Computing
  • Chapter 3.Formal Models Based on Phrase Structure Grammar
  • Chapter 4.The Formal Model Based on Unification
  • Chapter 5.Formal Models Based on Dependency and Valence
  • Chapter 6.Formal models based on lexicalism
  • Chapter 7. Formal Models of Automatic Semantic Processing
  • Chapter 8. Formal Models of Automatic Situation and Pragmatic Processing
  • Chapter 9. Formal Models of Discourse Analysis
  • Chapter 10.Formal Models of Probabilistic Grammar
  • Chapter 11. Formal Models Based on Neural Networks and Deep learning
  • Chapter 12. Knowledge Graphs
  • Conclusion.

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