Seq2Seq

Family of ML tasks which turns an input sequence into another output sequence

E.g. language to language translation, chatbot answers to questions

• Encoder-Decoder architecture

In the classical architecture:

• Word Embeddings used for each word of the sentence
• Bi-directional RNN encoder used to propagate and encode context
• Decoder RNN reads the context to produce a new sentence