Domain adapted machine translation: What does catastrophic forgetting forget and why?

Danielle Saunders, Steve DeNeefe

Neural Machine Translation (NMT) models can be specialized by domain adaptation, often involving fine-tuning on a dataset of interest. This process risks catastrophic forgetting: r…