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Workshop: Deep Generative Models for Highly Structured Data

Inkorrect: Digital Ink Spelling Correction

Andrii Maksai · Henry Rowley · Jesse Berent · Claudiu Musat


We introduce Inkorrect, a digital ink (online handwriting) spelling correction approach. We show that existing metrics don’t capture the quality of spelling correction, and propose a new one. Our approach outperforms previous work in automated and human evaluation, while also being more data- and label-efficient.

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