The preprocessing scripts for EFCAMDAT, APA-LHA, BEA Shared Task 2019 Write and Improve, and DEPlain are found in preprocessing folder for transforming these raw datasets to UniversalCEFR format. Feel free to download and edit the scripts (and edit as you need to). We are unable to upload a public version of the derivations of these datasets as stipulated in their Terms of Use, however, you are free to download them from their respective websites. Check the links in the website.
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UniversalCEFR/universalcefr-experiments
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