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Representation Learning for Natural Language Processing

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Cover of 'Representation Learning for Natural Language Processing'

Table of Contents

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    Book Overview
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    Chapter 1 Representation Learning and NLP
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    Chapter 2 Word Representation
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    Chapter 3 Compositional Semantics
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    Chapter 4 Sentence Representation
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    Chapter 5 Document Representation
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    Chapter 6 Sememe Knowledge Representation
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    Chapter 7 World Knowledge Representation
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    Chapter 8 Network Representation
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    Chapter 9 Cross-Modal Representation
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    Chapter 10 Resources
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    Chapter 11 Outlook
Attention for Chapter 2: Word Representation
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