This small module connects label studio with fonduer by creating a fonduer labeling function for gold labels from a label studio export.
Gold labeled candidates are identified by matching:
document id (identified by filename)
string
sentence id
the character offset in the sentence
To install, simply run:
pip install git+https://github.com/jueri/labelstudio-to-fonduer.git#egg=labelstudiotofonduer\&subdirectory=src
The example notebook provides a full fonduer pipeline and shows how the module can be used to import the labels from the example label studio export.
Most important, an export can be parsed in conjunction with the label studio session
from LabelstudioToFonduer.ls_export import Export
export = Export(session, "export_1.json")to create the gold labeling function
gold = export.is_gold