JohnGiorgi / seq2rel-ds

This is a companion repository to seq2rel (https://github.com/JohnGiorgi/seq2rel) which aims to make it easy to generate training data.
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Pipeline based entity hinting #33

Closed JohnGiorgi closed 3 years ago

JohnGiorgi commented 3 years ago

This PR enables a "pipeline-based entity hinting". This process uses an existing, pre-trained model (in our case, ScispaCy) to generate the entity hints, as opposed to using the gold standard labels. This allows us to mimic a real-world, pipeline-based setup where NER and RE are performed as distinct steps, one after the other.