Representation Learning for Natural Language Processing - Softcover

Liu, Zhiyuan; Lin, Yankai; Sun, Maosong

 
9789811555749: Representation Learning for Natural Language Processing

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Synopsis

1. ​Representation Learning and NLP.- 2. Word Representation.- 3. Compositional Semantics.- 4. Sentence Representation.- 5. Document Representation.- 6. Sememe Knowledge Representation.- 7. World Knowledge Representation.- 8. Network Representation.- 9. Cross-Modal Representation.- 10. Resources.- 11. Outlook.

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