F-coref: Fast, Accurate and Easy to Use Coreference Resolution. (arXiv:2209.04280v4 [cs.CL] UPDATED)

We introduce fastcoref, a python package for fast, accurate, and easy-to-use
English coreference resolution. The package is pip-installable, and allows two
modes: an accurate mode based on the LingMess architecture, providing
state-of-the-art coreference accuracy, and a substantially faster model,
F-coref, which is the focus of this work. F-coref allows to process 2.8K
OntoNotes documents in 25 seconds on a V100 GPU (compared to 6 minutes for the
LingMess model, and to 12 minutes of the popular AllenNLP coreference model)
with …

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