▁the ▁Trans lation ▁W SD ▁evaluation ▁tasks ▁that ▁took ▁place ▁in ▁S ense val - 2 . ▁A ▁popular ▁approach ▁is ▁to ▁carry ▁out ▁mon ol ing ual ▁W SD ▁and ▁then ▁map ▁the ▁source ▁language ▁sens es ▁into ▁the ▁corresponding ▁target ▁word ▁transl ations . ▁ ▁Word ▁S ense ▁Ind u ction ▁and ▁Dis ambiguation ▁task ▁is ▁a ▁combined ▁task ▁evaluation ▁where ▁the ▁sense ▁invent ory ▁is ▁first ▁induced ▁from ▁a ▁fixed ▁training ▁set ▁data , ▁consisting ▁of ▁pol ys em ous ▁words ▁and ▁the ▁sentence ▁that ▁they ▁occurred ▁in , ▁then ▁W SD ▁is ▁performed ▁on ▁a ▁different ▁testing ▁data ▁set . ▁ ▁Software ▁ ▁Bab elf y , ▁a ▁un ified ▁state - of - the - art ▁system ▁for ▁mult iling ual ▁Word ▁S ense ▁Dis ambiguation ▁and ▁Entity ▁Link ing ▁ ▁B abel Net ▁API , ▁a ▁Java ▁API ▁for ▁knowledge - based ▁mult iling ual ▁Word ▁S ense ▁Dis ambiguation ▁in ▁ 6 ▁different ▁languages ▁using ▁the ▁B abel Net ▁semantic ▁network ▁ ▁Word Net :: S ense Rel ate , ▁a ▁project ▁that ▁includes ▁free , ▁open ▁source ▁systems ▁for ▁word ▁sense ▁dis ambiguation ▁and ▁lex ical ▁sample ▁sense ▁dis ambiguation ▁ ▁UK B : ▁Graph ▁Base ▁W SD , ▁a ▁collection ▁of ▁programs ▁for ▁performing ▁graph - based ▁Word ▁S ense ▁Dis ambiguation ▁and ▁lex ical ▁similarity / related ness ▁using ▁a ▁pre - ex isting ▁Lex ical ▁Know ledge ▁Base ▁ ▁py W SD , ▁python ▁implementations ▁of ▁Word ▁S ense ▁Dis ambiguation ▁(