A multi-lingual approach to AllenNLP CoReference Resolution using along with a wrapper for spaCy
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Coreference is amazing but the data required for training a model is very scarce. In our case, the available training for non-English languages also proved to be poorly annotated. Crosslingual Coreference, therefore, uses the assumption a trained model with English data and cross-lingual embeddings should work for languages with similar sentence structures.
pip install crosslingual-coreference