Sequence-to-Sequence Task

A task that converts an input sequence of tokens to an output sequence of tokens. For example, two popular kinds of sequence-to-sequence tasks are:

Translators:

Sample input sequence: "I love you."

Sample output sequence: "Je t'aime."

Question answering:

Sample input sequence: "Do I need my car in New York City?"

Sample output sequence: "No. Keep your car at home."

Created for this library

1.
A translation vendor frames translation as a sequence-to-sequence task with an encoder-decoder architecture.
2.
A summarization team frames text summarization as a sequence-to-sequence task with a transformer model.
3.
A code-completion vendor frames code generation as a sequence-to-sequence task conditioned on natural-language descriptions.

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