Difference between revisions of "Eosc/NorBERT3 corpus"
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How should we split training corpora: one sentence per line, one paragraph per line, one document per line? | How should we split training corpora: one sentence per line, one paragraph per line, one document per line? | ||
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Revision as of 15:50, 21 October 2022
Workflow
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.
