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· 제목 : Neural Machine Translation (Hardcover)
· 분류 : 외국도서 > 언어학 > 언어학 > 일반
· ISBN : 9781108497329
· 쪽수 : 406쪽
· 출판일 : 2020-06-18
· 분류 : 외국도서 > 언어학 > 언어학 > 일반
· ISBN : 9781108497329
· 쪽수 : 406쪽
· 출판일 : 2020-06-18
목차
Part I. Introduction: 1. The Translation Problem; 2. Uses of Machine Translation; 3. History; 4. Evaluation; Part II. Basics: 5. Neural Networks; 6. Computation Graphs; 7. Neural Language Models; 8. Neural Translation Models; 9. Decoding; Part III. Refinements: 10. Machine Learning Tricks; 11. Alternate Architectures; 12. Revisiting Words; 13. Adaptations; 14. Beyond Parallel Corpora; 15. Linguistic Structure; 16. Current Challenges; 17. Analysis and Visualization.
