Eosc/NorBERT3 corpus

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Revision as of 23:57, 22 October 2022 by Andreku (talk | contribs) (Workflow)
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Workflow

There are other de-duplication packages

Sampling experiment

We plan to create two versions of the training corpus:

  • baseline (as is)
  • Wikipedia+NCC+NAK multiplied by two to match the C4 size (oversampling quality data)

Vocabulary

Starting with 50K, following NorBERT-2. May be later experiment with other values.

To Decide

The size of NBDigital is 662M tokens. Should we use it? It probably overlaps a lot with NCC.

How should we split training corpora: one sentence per line, one paragraph per line, one document per line?

A: BERT assumes that there is one sentence per line.