Types of Transductions and Translations

Learn about the two types of transductions and translations.

Our first step will be to define machine translation.

Defining machine translation

Vaswani et al. (2017) tackled one of the most difficult NLP problems when designing the transformer. The human baseline for machine translation seems out of reach for us human-machine intelligence designers. This did not stop Vaswani et al. (2017) from publishing the transformer’s architecture and achieving state-of-the-art BLEU results.

In this section, we will define machine translation. Machine translation is the process of reproducing human translation by machine transductions and outputs:

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