[wodenokoto]

Are you sure you linked to the right article? The linked article is about neural translations using seq-to-seq while TFA is about neural models for all kinds of language processing.

[desku]

It's probably domain/industry/company dependent, but the vast majority (>90%) of NLP work I do nowadays is sequence-to-sequence models.