huggingface/neuralcoref

Health v2 · maintenance only

Adoption not part of the score

2892 stars · 469 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

NeuralCoref is a spaCy pipeline extension that annotates and resolves coreference clusters using a neural network, with a pre-trained English model. It is written in Python/Cython and integrates into spaCy's NLP pipeline.

Use cases

• resolve pronouns to the entities they refer to in text
• find coreference clusters in documents with spaCy
• replace pronouns with the nouns they refer to for chatbots
• preprocess text for question answering by merging coreferent mentions
• add coreference resolution to a spaCy NLP pipeline

When to choose

• you already use spaCy 2.1+ and need coreference resolution in your pipeline
• you need a fast, production-ready English coreference resolver
• you want a pip-installable library with a pre-trained model

When to avoid

• you need languages other than English
• you use spaCy 3.x, which this extension does not officially support
• you need state-of-the-art multilingual coreference from actively maintained tooling

Facets

library · maturity maintenance

nlp machine-learning machine-learning python windows coreference-resolution spacy-extension neural-networks cython natural-language-processing linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="huggingface/neuralcoref")