Pipeline extension for spaCy which annotates and resolves coreference clusters using a neural network.
Project description
neural coref spaCy model
This spaCy model annotates and resolves coreference clusters using a neural network. Note: as of now the model is only available in English.
Installation
Before using the neural coref model, make sure spaCy English model is installed.
$ python -m spacy download en_core_web_sm
Now the neural coref spaCy model can be installed.
$ pip install en-neuralcoref
Usage
# Import spacy and load the en_neuralcoref model
import spacy
nlp = spacy.load('en_neuralcoref')
# You're done. You can now use NeuralCoref as you usually manipulate a SpaCy document annotations.
doc = nlp(u'My sister has a dog. She loves him.')
doc._.has_coref
doc._.coref_clusters
doc._.coref_resolved
License
MIT
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en_neuralcoref-2.1.1.tar.gz
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