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Classroom Contents
CMU Multilingual NLP 2022 - Data-Driven Strategies for NMT
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- 1 Introduction
- 2 Machine Translation Evaluation
- 3 Manual Evaluation
- 4 Human Evaluation Shared Tasks
- 5 Blue Scores
- 6 Shortness Penalty
- 7 Bert Score
- 8 BlueRT
- 9 Comet
- 10 Bart Score
- 11 Meta Evaluation
- 12 Database Strategies
- 13 High and Low Resource Languages
- 14 Data Augmentation
- 15 Back Translation
- 16 Training Schedule
- 17 Generating Translations
- 18 In iterative back translation
- 19 Metaback translation
- 20 Metaback translation issues
- 21 High resource languages augmentation
- 22 High resource languages pivoting
- 23 Monolingual data copying
- 24 Transfer learning
- 25 Dictionarybased augmentation
- 26 Word alignment
- 27 Word by word data augmentation
- 28 Reordering
- 29 Assignment
