Njikọ ụlọ ọrụ na mwepu
Ụlọ ọrụ na-ejikọta maapụ aha na ederede gaa na ntinye pụrụ iche na ntọala ihe ọmụma, na-ekpebi ma 'Paris' pụtara obodo ma ọ bụ onye ahụ.
Nchịkọta
It matters because it turns ambiguous words into machine-resolvable facts that power search, question answering, and knowledge graphs.
Ime miri emi
Otu ụdị elu nwere ike na-ezo aka n'ọtụtụ ihe dị adị n'ezie: 'Apple' nwere ike ịbụ mkpụrụ osisi ma ọ bụ ụlọ ọrụ teknụzụ, na 'Jordan' nwere ike ịbụ obodo, onye egwuregwu basketball, ma ọ bụ aha mbụ. Njikọ ụlọ ọrụ na-edozi nke a na nkebi. Nke mbụ, kwuo nchọpụta na-achọpụta ogologo oge n'ime ederede. Nke abụọ, ọgbọ ndị ndoro-ndoro na-eweghachite ndepụta mkpirisi nke ndenye ihe ọmụma nwere ike ime (na-abụkarị site na Wikipedia ma ọ bụ Wikidata) nke okwu ahụ nwere ike ịpụta. Nke atọ, nhụsianya na-edobe ndị a na-eme ntuli aka na-eji gburugburu, na-ahọrọ egwuregwu kacha mma na ijikọ na njirimara pụrụ iche. Usoro ọgbara ọhụrụ na-edobe ma ahịrịokwu a kpọtụrụ aha na nkọwa nke onye ọ bụla n'ime vectors wee tụọ myirịta ha, na-agbakwunye ịdị n'otu zuru ụwa ọnụ ka ụlọ ọrụ ndị ahọpụtara ọnụ nwee nghọta dị ka nhazi, dị ka idozi ọtụtụ aha egwuregwu n'ime otu akụkọ mgbe niile.
Nghọta nka nka
Ndị njikọ ọgbara ọhụrụ na-eji ihe ngbanwe bi-encoders maka iweghachite onye ndoro-ndoro ọsọ ọsọ yana ihe ngbanwe maka ngbanwe nke ọma. The bi-encoder na-etinye nkọwa-na-okwu na nkọwa ụlọ ọrụ ọ bụla iche, na-enyere ndị agbata obi kacha nso chọọ ọtụtụ nde ụlọ ọrụ. The cross-encoder wee jikọọ ọnụ na-agụ aha na onye ndoro-ndoro ochichi ka ọ nweta akara ndakọrịta nke ọma. Otu klas NIL na-ejikwa aha na-enweghị ntinye dabara na ya. Nchịkọta mkpokọta na-ebuli aha niile dị n'akwụkwọ ọnụ maka ịdị n'otu.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Usoro ọrụ asụsụ nwere ike ịga ngwa ngwa n'achụghị nkwụsi ike.
Nweta na iru
Ọ na-agbasawanye ohere n'ofe asụsụ na ụdị nzikọrịta ozi.
Mkpebi doro anya
Ndị otu nwere ike itinyekwu oge na ikpe ebe akpaaka na-ejikwa nkwughachi.
Ọdịnihu nke Njikọ na Mmebi
Njikọ ụlọ ọrụ na-aga n'ihu n'ụzọ zuru oke nke mmepụta ebe ihe nlereanya na-ewepụta kpọmkwem njirimara ma ọ bụ aha ụlọ ọrụ pụrụ iche, yana na njikọ efu nke na-ejikwa ihe ndị a na-adịghị ahụ anya n'oge ọzụzụ na-eji naanị nkọwa ederede ha. Njikọ siri ike na ụdị asụsụ buru ibu yana ọgbọ eweghachite ga-eme ka chatbots nweta azịza n'ime ID nke ihe ọmụma nke canonical, na-ebelata ịdị nro. Na-atụ anya ijikọ ọtụtụ asụsụ na multimodal, na-edozi aha n'ofe asụsụ na ọbụna site na onyonyo, ka ọ bụrụ ọkọlọtọ.
Mmejuputa n'ezie n'ụwa
Igwe nchọta na-edozi 'Michael Jordan the AI prọfesọ' megide onye ọkpụkpọ basketball iji weghachi nsonaazụ dị mkpa.
Ịmepụta eserese ọmụma sitere na akụkọ akụkọ site na ijikọ ụlọ ọrụ ọ bụla na onye kwuru na Wikidata ID.
Onye na-enyere aka n'olu na-agbagha 'egwu Mercury' n'etiti ìgwè, mbara ala, na onye na-agụ egwú Freddie Mercury.
Ngwuputa ihe omimi biomedical na-ejikọta mkpụrụ ndụ ihe nketa na ọgwụ na ihe nchọpụta nchekwa data ahaziri maka nyocha.
Ihe ize ndụ & okporo ụzọ nche
Eziokwu ndị e chepụtara echepụta nwere ike jiri nwayọ tinye akụkọ, nkwado nkwado, ma ọ bụ nsonaazụ nyocha.
Mmetụta ngwa ngwa nwere ike ịmepụta nsonaazụ na-ekwekọghị ekwekọ n'ofe arịrịọ ndị yiri ya.
Enwere ike ikpughe data ederede nwere mmetụta ma ọ bụrụ na njikwa ohere adịghị ike.
Map mmejuputa
Kọwaa usoro mmepụta, ụda, na ụkpụrụ ịdịmma tupu ibugharị.
Weghachite nzaghachi site na isi mmalite ntụkwasị obi mgbe ọ bụla izi ezi dị mkpa.
Debe ebe nleba anya mmadụ maka mpụta dị elu.
Sochie ụkpụrụ ọdịda ma na-azụghachi mkpali ma ọ bụ usoro ọrụ mgbe niile.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Aha njirimara Rec.
Ajụjụ a na-ajụkarị
What is Entity Linking and Disambiguation?
Ụlọ ọrụ na-ejikọta maapụ aha na ederede gaa na ntinye pụrụ iche na ntọala ihe ọmụma, na-ekpebi ma 'Paris' pụtara obodo ma ọ bụ onye ahụ. Ọ dị mkpa n'ihi na ọ na-atụgharị okwu ndị na-edochaghị anya ka ọ bụrụ eziokwu igwe nwere ike idozi nke na-achọ ike, azịza ajụjụ, na eserese ihe ọmụma.
Kedu ihe njikọ na-ejikọta aha ederede na?
Ngwa na-ejikọta maapụ aha maka ntinye ihe ọmụma pụrụ iche, dị ka Wikidata ma ọ bụ ihe nchọpụta Wikipedia.
N'okwu a 'ụlọ ọrụ Apple wepụtara ekwentị', gịnị bụ ọrụ nhụsianya ahụ?
Ọdịnaya ('ụlọ ọrụ', 'ekwentị') na-egosi ụlọ ọrụ teknụzụ kama mkpụrụ osisi.
Gịnị bụ ebumnobi nke ọgbọ ọgbọ ndoro-ndoro ochichi?
Ọgbọ ndị ndoro-ndoro ochichi na-ebelata nde mmadụ n'ime ndepụta aha a ga-ejikwa maka aha ahụ.
Kedu ọrụ ihe ngbanwe bi-encoder na-arụ n'ijikọ ụlọ ọrụ ọgbara ọhụrụ?
Ihe mkpuchi bi-encoder na-etinye aha ahụ na ụlọ ọrụ ọ bụla iche iche ka ọchụchọ ndị agbataobi kacha nso nwee ike ịchọta ndị ga-aga ime ngwa ngwa.
Kedu ihe klas NIL na-anọchi anya na njikọ ụlọ ọrụ?
Akara NIL kwuru nke na-adabaghị na ntinye ọ bụla na ntọala ihe ọmụma.