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jbrry avatar jbrry commented on June 12, 2024

from irish-bert.

jowagner avatar jowagner commented on June 12, 2024

Thanks. Does wikibert depend on OpusFilter? I've trouble installing variKN.

from irish-bert.

jbrry avatar jbrry commented on June 12, 2024

You can install OpusFilter without VariKN and eflomal as we don't use the language model or word alignment filters.
You can run the wiki-bert-pipeline without OpusFilter however. When you are on the external_data branch of our fork, there is a script external_scripts/gather_external_data.py which will copy files from this repository and place it into the wiki-bert-pipeline.

So assuming you had the NCI corpus downloaded, you would run the below to create the pre-training data for BERT with no filtering and no Wikipedia files:

python external_scripts/gather_external_data.py --datasets NCI --input-type processed --filter-type None --no-wiki

If you wanted to include basic, char and lang filters:

python external_scripts/gather_external_data.py --datasets NCI --input-type processed --filter-type basic+char-@+lang-@ --char-filter-threshold 1.0 --lang-filter-threshold 0.8 --no-wiki

from irish-bert.

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