Neural Machine Translation

Explore how to build transformer-based neural machine translation models that correct grammatical errors by translating incorrect sentences into correct ones. Understand dataset preparation, error annotation, loss functions, and evaluation metrics necessary to train and deploy effective grammar correction systems.