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Cover image for Representation Learning for Natural Language Processing
Title:
Representation Learning for Natural Language Processing
Author:
Liu, Zhiyuan. editor.
ISBN:
9789819916009
Edition:
2nd ed. 2023.
Physical Description:
XX, 521 p. 169 illus. in color. online resource.
Contents:
Chapter 1. Representation Learning and NLP -- Chapter 2. Word Representation -- Chapter 3. Compositional Semantics -- Chapter 4. Sentence Representation -- Chapter 5. Document Representation -- Chapter 6. Sememe Knowledge Representation -- Chapter 7. World Knowledge Representation -- Chapter 8. Network Representation -- Chapter 9. Cross-Modal Representation -- Chapter 10. Resources -- Chapter 11. Outlook.
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