Text processing for the Heritage Connector: a set of NLP utilities for the Heritage sector.
For more information see https://doi.org/10.1002/ail2.23.
--- IN DEVELOPMENT ---
Includes:
- low-data extensions for information extraction (NER, NEL, relation classification)
- labelling (Label Studio)
- test suite for models
Setting up (first time):
- Run
label-studio start labelling --init, which will start up Label Studio and take you to a configuration wizard. - Select Named Entity Recognition from the top menu, and fill in the entity types you want to annotate
Running: Run label-studio start labelling from the root directory.
Useful parameters:
--sampling=uniform: have Label Studio show documents in a random order--label-config label_studio_config_sample.xml: load config from a file