In a text translation system that converts Spanish emails into English, what is the INPUT to the end-to-end model?

Direct Sentence-Pair Learning in Machine Translation

Rich-output learning in machine translation.

Match each part of a sequence-to-sequence translation task to its best description.

Order the reasoning steps for deciding whether a task is a good candidate for end-to-end learning with rich outputs.

Which statement best describes the trend in deep learning illustrated by a task with rich outputs such as speech-to-text or translation?

In end-to-end learning, rich outputs are limited to a single numeric score.

With the right (input, output) _____ pairs, a model can learn end to end even when the output is rich.

Match each example output to the correct classification as a rich output or a simple output.

Order the stages of a direct text translation system trained from paired examples.

End-to-End Translation as an Example of Rich Outputs

Classifying a Rich-Output Learning Problem

What Counts as a Rich Output?