midNLP

What is sequence-to-sequence learning?

Updated May 17, 2026

Short answer

Seq2Seq maps input sequences to output sequences.

Deep explanation

It uses encoder-decoder architectures, often with attention, for tasks like translation and summarization.

Real-world example

Google Translate uses seq2seq models.

Common mistakes

  • Ignoring teacher forcing during training.

Follow-up questions

  • What is teacher forcing?
  • Why use attention in seq2seq?

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