en-neuralcoref 2.1.1

Pipeline extension for spaCy which annotates and resolves coreference clusters using a neural network.

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