Integration of World Knowledge for Natural Language Understanding

This book concerns non-linguistic knowledge required to perform computational natural language understanding (NLU). The main objective of the book is to show that inference-based NLU has the potential for practical large scale applications. First, an introduction to research areas relevant for NLU i...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ovchinnikova, Ekaterina (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Paris : Atlantis Press : Imprint: Atlantis Press, 2012.
Edición:1st ed. 2012.
Colección:Atlantis Thinking Machines, 3
Temas:
Natural language processing (Computer science).
Artificial intelligence.
Machine theory.
Natural Language Processing (NLP).
Artificial Intelligence.
Formal Languages and Automata Theory.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preliminaries
  • Natural Language Understanding and World Knowledge
  • Sources of World Knowledge
  • Reasoning for Natural Language Understanding
  • Knowledge Base Construction
  • Ensuring Consistency
  • Abductive Reasoning with the Integrative Knowledge Base
  • Evaluation
  • Conclusion.

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