Amazon e phatlalalitse tlas'a laesense ea CC BY 4.0 "MASSIVE" (Mullingual Amazon SLURP for Slot Filling, Intent Classification, and Virtual-assistant Evaluation) dataset, mehlala ea litsamaiso tsa ho ithuta ka mochini, le lisebelisoa tsa ho koetlisa mefuta ea hau e ka sebelisoang ho utloisisa tlhahisoleseding e mabapi le puo ea tlhaho (NLU, Natural Language Kutloisiso). Sehlopha sena se kenyelletsa mantsoe a mongolo a fetang milione a thathamisitsoeng le a hlophisitsoeng, a lokiselitsoeng lipuo tse 51.
Pokello ea SLURP, eo qalong e neng e fumaneha bakeng sa Senyesemane, e ne e sebelisoa e le sesupo sa ho aha sehlopha sa MASSIVE, se ileng sa fetoleloa ka lipuo tse ling tse 50 ho sebelisoa bafetoleli ba litsebi. Theknoloji ea Alexa ea kutloisiso ea puo ea tlhaho (NLU) e qala ka ho fetolela puo hore e be mongolo, ebe e sebelisa mefuta e mengata ea NLU ho mongolo o hlahlobang boteng ba mantsoe a bohlokoa ho fumana hore na potso ea mosebedisi ke efe.
E 'ngoe ea lipheo tsa ho theha le ho phatlalatsa sete ke ho ikamahanya le bathusi ba lentsoe ho sebetsana le tlhaiso-leseling ka lipuo tse' maloa hang, hammoho le ho khothaletsa bahlahisi ba mekhatlo ea boraro ho theha lits'ebetso le lits'ebeletso tse holisang bokhoni ba bathusi ba lentsoe. Ho hohela tlhokomelo ea bahlahisi, Amazon e ile ea thakhola tlholisano ea ho theha mofuta o motle ka ho fetisisa oa mofuta o sebelisoang ho sebelisa dataset e phatlalalitsoeng.
Hajoale, bathusi ba lentsoe ba tšehetsa lipuo tse 'maloa feela' me ba sebelisa mefuta ea ho ithuta ka mochini e hokahantsoeng le puo e itseng. Morero oa MASSIVE o ikemiselitse ho felisa bofokoli bona ka ho theha meralo e akaretsang le litsamaiso tsa ho ithuta ka mochini tse khonang ho arola le ho hlophisa tlhahisoleseling ka lipuo tse fapaneng.
Source: opennet.ru