What Did You Say? On Classification of Noisy Texts.

A classic task of text classification was studied in many works, but current approaches mostly devoted to improvement of classification quality for what we call clean corpora, not containing typos. In this work we present results of modern classification models testing in the presence of noise for two languages – English and Russian.