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Unsupervised Translation
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CMU Multilingual NLP 2022 - Unsupervised Machine Translation
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- 1 Intro
- 2 Conditional Text Generation
- 3 What if we don't have parallel data?
- 4 Can't we just collect/generate the data?
- 5 Unsupervised Translation
- 6 Outline
- 7 Step 1: Initialization
- 8 Initialization: Unsupervised Word Translatic
- 9 Unsupervised Word Translation: Adversarial T
- 10 One slide primer on phrase-based statistical
- 11 Unsupervised Statistical MT
- 12 Unsupervised MT: Training Objective 1
- 13 How does it work?
- 14 Step 2: Back-translation
- 15 Performance
