Heritage Connector NLP
Project description
heritage-connector-nlp
Text processing for the Heritage Connector: a set of NLP utilities for the Heritage sector.
--- IN DEVELOPMENT ---
(note about spaCy: the master branch and all releases after 0.2.1 use spaCy v3, which is currently in nightly and not meant for production use.)
Includes:
- information extraction (NER, NEL, relation classification)
- labelling (Label Studio)
- test suite for models
Usage
Label Studio
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
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