Shypd.aiThe largest open index of AI toolsneuralcoref is an open-source AI tool that performs fast coreference resolution in spaCy using neural networks. It annotates and resolves coreference clusters within text, integrating into spaCy's NLP pipeline.
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neuralcoref is a powerful pipeline extension for spaCy 2.1+ designed for coreference resolution using neural networks. It annotates and resolves coreference clusters within text, making it production-ready and extensible to new training datasets for enhanced accuracy. Written in Python/Cython, it comes with a pre-trained statistical model for English only. The tool includes a rule-based mentions-detection module and a feed-forward neural network to compute coreference scores. It also offers a visualization client, NeuralCoref-Viz, for a web interface. Users can install it via pip and customize its behavior with parameters like greedyness and max_dist.
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