CMPT 413/825: Neural Machine Translation

Fall 2019 (S3), Simon Fraser University

On 7 Nov. 2019 and 12 Nov. 2019, I gave two lectures to undergrad/grad students regarding the topic of Neural Machine Translation. The materials cover the famous sequence-to-sequence model and attention mechanism proposed by Bahdanau et al. and Luong et al., as well as some useful techniques for improving the performance.

The lecture slides in PDF can be downloaded here:

https://jetic.org/wp-content/uploads/2019/11/03-2019-1010_NMT_Lecture.pdf

https://jetic.org/wp-content/uploads/2019/11/03-2019-1012_NMT_Lecture2.pdf

The original lecture slides in Apple Keynote with full animation and some notes can be downloaded here:

https://jetic.org/wp-content/uploads/2019/11/03-2019-1010_NMT_Lecture.key

https://jetic.org/wp-content/uploads/2019/11/03-2019-1012_NMT_Lecture2.key

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