Semi-supervised and Unsupervised Methods (10/10/2019)
Content:
- Semi-supervised Learning for MT
- Unsupervised Learning for MT
The reading materials will include the following two papers:
Slides:
Reading for Quiz:
- Semi-supervised Learning for Neural Machine Translation
- Unsupervised Neural Machine Translation using Monolingual Corpora Only
Other References:
- Incorporating Monolingual Data in Training Encoders/Decoders
- Pre-trained Word Embeddings in MT
- Bilingual Lexicon Induction
- https://arxiv.org/abs/1706.04902
- http://www.aclweb.org/anthology/P08-1088
- http://www.aclweb.org/anthology/E14-1049
- http://www.aclweb.org/anthology/W15-1521
- http://aclweb.org/anthology/D17-1207
- https://arxiv.org/pdf/1710.04087.pdf
- https://arxiv.org/pdf/1805.03620.pdf
- https://arxiv.org/pdf/1809.02306.pdf
- Unsupervised Translation