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Effective Approaches to Attention-based Neural Machine Translation
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Total time needed:
~2 hours
Objectives
Local and global attention in machine translation
Potential Use Cases
attention based neural translation
Who is This For ?
INTERMEDIATE
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Resource Asset
3/3
ARTICLE
1. How Does Attention Work in Encoder-Decoder Recurrent Neural Networks
1- What is alignment?
How is alignment different from translation?
3 minutes
ARTICLE
2. Global vs. Local Attention
1- What's the difference between global and local attention?
2 minutes
ARTICLE
3. Effective Approaches to Attention-based Neural Machine Translation
1- What is global attention?
2- What are the implementation problems with global attention?
3- What is local attention and how does it differ from local attention?
4- What are practical alignment functions and how do they perform with attention?
60 minutes
Concepts Covered
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