The present paper introduces approach to improve English-Russian sentence alignment, based on POS-tagging of automatically aligned (by HunAlign) source and target texts. The initial hypothesis is tested on a corpus of bitexts. Sequences of POS tags for each sentence (exactly, nouns, adjectives, verbs and pronouns) are processed as “words” and DamerauLevenshtein distance between them is computed...