Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further languages

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  • License: MIT License (MIT)
  • Author: Richard Paul Hudson
  • Tags nlp, spacy, spacy-extension, python, machine-learning, coreference, anaphora, coreference-resolution, anaphora-resolution
  • Requires: Python <3.12, >=3.6
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Project description

Coreferences are situations where two or more words within a text refer to the same entity, e.g. John went home because he was tired. Resolving coreferences is an important general task within the natural language processing field.

Coreferee is a Python 3 library (tested with versions 3.6—3.11) that is used together with spaCy (tested with versions 3.0.0—3.5.0) to resolve coreferences within English, French, German and Polish texts. It is designed so that it is easy to add support for new languages. It uses a mixture of neural networks and programmed rules.

The library was originally developed at msg systems and was also maintained for a while at Explosion AI.

For more information, please see the main documentation on GitHub.

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