Neural Representations of Natural Language

This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural language. Language is crucially linked to ideas - as Webster's 1923 "English Composition an...

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Detaylı Bibliyografya
Asıl Yazarlar: White, Lyndon (Yazar), Togneri, Roberto (Yazar), Liu, Wei (Yazar), Bennamoun, Mohammed (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2019.
Imprint: Springer,
Edisyon:1st ed. 2019.
Seri Bilgileri:Studies in Computational Intelligence, 783
Konular:
Computational intelligence.
Signal processing.
Pattern recognition systems.
Computational linguistics.
Computational Intelligence.
Signal, Speech and Image Processing.
Automated Pattern Recognition.
Computational Linguistics.
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Machine Learning for Representations
  • Current Challenges in Natural Language Processing
  • Word Representations
  • Word Sense Representations
  • Phrase Representations
  • Sentence representations and beyond
  • Character-Based Representations
  • Conclusion.

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