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- The Transcompiling Problem
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Classroom Contents
TransCoder - Unsupervised Translation of Programming Languages
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- 1 - Intro & Overview
- 2 - The Transcompiling Problem
- 3 - Neural Machine Translation
- 4 - Unsupervised NMT
- 5 - Shared Embeddings via Token Overlap
- 6 - MLM Objective
- 7 - Denoising Objective
- 8 - Back-Translation Objective
- 9 - Evaluation Dataset
- 10 - Results
- 11 - Tokenization
- 12 - Shared Embeddings
- 13 - Human-Aware Translation
- 14 - Failure Cases
- 15 - Conclusion
