Lecture 23 (26/05/2022, 3 hours): Machine Translation and closing

Introduction to machine translation (MT) and history of MT. Overview of statistical MT. Beam search for decoding. Introduction to neural machine translation: the encoder-decoder neural architecture. The BLEU evaluation score. Performances and recent improvements. Neural MT: the encoder-decoder architecture; Attention in NMT. Closing of the course!