Hands-on Tutorials

Neural Machine Translation using a Seq2Seq Architecture and Attention (ENG to POR)

Deep Learning application with Tensorflow and Keras

Luís Roque
Towards Data Science
12 min readMay 19, 2021

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1. Introduction

Neural Machine Translation (NMT) is an end-to-end learning approach for automated translation [1]. Its strength comes from the fact that it learns the mapping directly from input text to associated output text. It has been proven to be more effective than traditional phrase-based machine translation…

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