NeuralCoref 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

NeuralCoref Screenshot 1

Project Activity

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

C

Related Categories

C Machine Learning Software

Registered

2024-08-07
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