Inkorrect: Digital Ink Spelling Correction

Andrii Maksai, Henry A. Rowley, Jesse Berent, Claudiu Musat

TL;DR: Spelling correction for online handwriting (stylus input)

Abstract: 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.