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A Simple Introduction to Sequence to Sequence Models

Overview

Sequence to Sequence Models

Introduction:

 

Use Cases of the Sequence to Sequence Models

Encoder-Decoder Sequence to Sequence : Translation

Encoder-Decoder Sequence to Sequence : Speech Recognition

Encoder-Decoder Architecture:

Encoder-Decoder Sequence to Sequence : Architecture

Ilya Sutskever model for Sequence to Sequence Learning with Neural Networks

Encoder-Decoder Sequence to Sequence : Encoder formula

Encoder-Decoder Sequence to Sequence : Encoder

Encoder-Decoder Sequence to Sequence : Decoder formula

Encoder-Decoder Sequence to Sequence : Softmax

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Overall Encoder-Decoder Architecture

 

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References

About the Author

Author

Prasoon Singh – Lead Associate Data Scientist

4+ years of experience in Data Science, Machine Learning, Natural Language Processing, etc. Working as a Lead Associate Data Scientist in the healthcare domain for GlaxoSmithKline (GSK) with the Data Science team of WNS.

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