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A Course in Natural Language Processing

Natural Language Processing is the branch of Artificial Intelligence involving language, be it in spoken or written modality. Teaching Natural Language Processing (NLP) is difficult because of its inherent connections with other disciplines, such as Linguistics, Cognitive Science, Knowledge Represen...

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Bibliografiske detaljer
Hovedforfatter: Haralambous, Yannis (Author)
Institution som forfatter: SpringerLink (Online service)
Format: Electronisk eBog
Sprog:engelsk
Udgivet: Cham : Springer International Publishing : Imprint: Springer, 2024.
Udgivelse:1st ed. 2024.
Fag:
Natural language processing (Computer science).
Computational linguistics.
Expert systems (Computer science).
Artificial intelligence > Data processing.
Machine learning.
Artificial intelligence.
Natural Language Processing (NLP).
Computational Linguistics.
Knowledge Based Systems.
Data Science.
Machine Learning.
Symbolic AI.
Online adgang:https://doi.org/10.1007/978-3-031-27226-4
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Indholdsfortegnelse:
  • Preface
  • 1. Introduction
  • Part I. Linguistics
  • 2. Phonetics/Phonology
  • 3. Graphetics/Graphemics
  • 4. Morphemes, Words, Terms
  • 5. Syntax
  • 6. Semantics (and Pragmatics)
  • 7. Controlled Natural Languages
  • Part II. Mathematical Tools
  • 8. Graphs
  • 9. Formal Languages
  • 10. Logic
  • 11
  • Ontologies and Conceptual Graphs
  • Part III. Data Formats
  • 12. Unicode
  • 13. XML, TEI, CDL
  • Part IV. Statistical Methods
  • 14. Counting Words
  • 15. Going Neural
  • 16. Hints and Expected Results for Exercises
  • Acronyms
  • Index.

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