; ▁ ▁Ident ification ▁of ▁dominant ▁word ▁sens es ; ▁ ▁W SD ▁using ▁Cross - L ing ual ▁Ev idence . ▁ ▁W SD ▁solution ▁in ▁John ▁Ball ' s ▁language ▁independent ▁N L U ▁combining ▁Pat om ▁Theory ▁▁ ▁and ▁R R G ▁( Role ▁and ▁Reference ▁Gram mar ) ▁ ▁Type ▁inference ▁in ▁constraint - based ▁gr amm ars ▁ ▁Other ▁languages ▁ ▁H indi ▁: ▁L ack ▁of ▁lex ical ▁resources ▁in ▁H indi ▁have ▁h inder ed ▁the ▁performance ▁of ▁super vised ▁models ▁of ▁W SD , ▁while ▁the ▁un super vised ▁models ▁suffer ▁due ▁to ▁extensive ▁morph ology . ▁A ▁possible ▁solution ▁to ▁this ▁problem ▁is ▁the ▁design ▁of ▁a ▁W SD ▁model ▁by ▁means ▁of ▁parallel ▁corpor a . Di ab , ▁Mon a , ▁and ▁Philip ▁Res nik . ▁An ▁un super vised ▁method ▁for ▁word ▁sense ▁tag ging ▁using ▁parallel ▁corpor a . ▁Pro ceed ings ▁of ▁the ▁ 4 0 th ▁Ann ual ▁Me eting ▁on ▁Association ▁for ▁Comput ational ▁L ingu istics . ▁Association ▁for ▁Comput ational ▁L ingu istics , ▁ 2 0 0 2 . ▁The ▁creation ▁of ▁the ▁H indi ▁Word Net ▁has ▁p aved ▁way ▁for ▁several ▁Super vised ▁methods ▁which ▁have ▁been ▁proven ▁to ▁produce ▁a ▁higher ▁accuracy ▁in ▁dis ambigu ating ▁n oun s . ▁ ▁Local ▁imped iments ▁and ▁summary ▁The ▁knowledge ▁ac quisition ▁bott l ene ck ▁is ▁perhaps ▁the ▁major ▁imped iment ▁to ▁solving ▁the ▁W SD ▁problem . ▁Un super vised ▁methods