Below you will find pages that utilize the taxonomy term “Machine Translation”
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Project 8: Machine Translation with Transformers
1. Overview In this project, we will build a neural machine translation model with Fairseq Transformer that can translate English into Chinese naturally. The model will be trained and evaluated on the TED2020 En-Zh Bilingual Parallel Corpus.
The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.
2. Machine translation and Transformer 2.1. Brief history of machine translation The figure above illustrates the development of Machine Translation from 1950s to today (source).