Transliteration from Russian: Olsevichi, transliteration from Belorussian: Alsevichy.
Name on Russian: Ольсевичи.
Name on Belorussian: Альсевічы.
Name on Latin Belorussian: Aĺsievičy.
Other possible spellings: Ol'sevichi.