Can I use aligned paragraphs instead of aligned sentences as input?

[Thea Tollersrud]

Hi,

I'm new to AutoML, and I'm trying to train a model that translates from domain specific arabic texts to English. My issue is that the English sentences in the data I've scraped don't always align with the corresponding arabic sentences; in many cases the translator has shortened the sentences by adding a period mark, since the arabic sentences tend to be quite long. Is there any way to get around this, by for instance passing in whole paragraphs as input, instead of sentences?

Any help is very much appreciated,

Thea

[Eduardo Ortiz Caraveo]

Using the Translate API, you won't be able to get that. There might be, an undocumented API that will be able to help you with your implementation.