Neural Representations of Natural Language

Research output: Book/ReportBook

Abstract

In this book we have introduced methods for finding representations of natural language. A special focus of this book is on neural networks and related technologies. Neural networks elegantly produce useful representations as by-products, when applied to NLP tasks. We have introduced recent advances in neural networks, in particular, various forms of recurrent neural networks, and have covered techniques for working with words, word senses, and larger structures such as phrases, sentences and documents.

Original languageEnglish
Place of PublicationAustria
PublisherSpringer
Number of pages122
Volume783
Edition1
ISBN (Electronic)9789811300622
ISBN (Print)9789811300615
DOIs
Publication statusPublished - 2018

Publication series

NameStudies in Computational Intelligence
PublisherSpringer Singapore
Volume783
ISSN (Print)1860-949X

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