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Create a script to perform back translations #6

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Iambusayor opened this issue Jan 13, 2024 · 3 comments
Open

Create a script to perform back translations #6

Iambusayor opened this issue Jan 13, 2024 · 3 comments
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@Iambusayor
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Iambusayor commented Jan 13, 2024

Back translation involves the use of monolingual data to generate more training data for MT task. A backward intermediate model is trained on the available corpora and then used to generate synthetic data, which is mixed together in the training data Measuring the Impact of Data Augmentation Methods for Extremely Low-Resource NMT explains further.

You're expected to write a script/class to generate additional training data for a given language using the back-translation technique.

@ThisisPromise
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Assign me this issue

@ikeadeoyin
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Can I work on this with @ThisisPromise?

@Iambusayor
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Can I work on this with @ThisisPromise?

@ThisisPromise do you want any help with this?

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