NeuSpell: A Neural Spelling Correction Toolkit

Sai Muralidhar Jayanthi
Sai Muralidhar Jayanthi

EMNLP, pp. 158-164, 2020.

EI
Other Links: arxiv.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

We introduce NeuSpell, an open-source toolkit for spelling correction in English. Our toolkit comprises ten different models, and benchmarks them on naturally occurring misspellings from multiple sources. We find that many systems do not adequately leverage the context around the misspelt token. To remedy this, (i) we train neural model...More

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