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Examples of textcat training data
spacy JSON training files were generated from JSONL with:
python textcatjsonl_to_trainjson.py -m en file.jsonl .
cooking.json is an example with mutually-exclusive classes with two labels:
bakingnot_baking
jigsaw-toxic-comment.json is an example with multiple labels per instance:
insultobscenesevere_toxictoxic
Data Sources
cooking.jsonl: https://cooking.stackexchange.com. The meta IDs link to the original question ashttps://cooking.stackexchange.com/questions/ID, e.g.,https://cooking.stackexchange.com/questions/2for the first instance.jigsaw-toxic-comment.jsonl: Jigsaw Toxic Comments Classification Challenge
Data Licenses
cooking.jsonl: CC BY-SA 4.0 (CC_BY-SA-4.0.txt)jigsaw-toxic-comment.jsonl:- text: CC BY-SA 3.0 (
CC_BY-SA-3.0.txt) - annotation: CC0 (
CC0.txt)
- text: CC BY-SA 3.0 (