DownloadNeuralCoref is a pipeline extension for spaCy 2.1+ which annotates and resolves coreference clusters using a neural network. NeuralCoref is production-ready, integrated in spaCy's NLP pipeline and extensible to new training datasets. For a brief introduction to coreference resolution and NeuralCoref, please refer to our blog post. NeuralCoref is written in Python/Cython and comes with a pre-trained statistical model for English only. NeuralCoref is accompanied by a visualization client NeuralCoref-Viz, a web interface powered by a REST server that can be tried online.
Features
- MacOS / OS X · Linux · Windows (Cygwin, MinGW, Visual Studio)
- Python 3.6+ (only 64 bit)
- Documentation available
- Package managers: [pip]
- Install NeuralCoref from source
- Internals and Model
Project Samples
Categories
Machine LearningLicense
MIT LicenseFollow NeuralCoref
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