heritage-connector-nlp

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

Usage

Label Studio

Setting up (first time):

1. Run label-studio start labelling --init, which will start up Label Studio and take you to a configuration wizard.
2. 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