Haɗin mahaɗin da ɓarna
Ƙungiyar da ke haɗa taswira ta ambaci sunaye a cikin rubutu zuwa shigarwar musamman a cikin tushen ilimi, yanke shawara, misali, ko 'Paris' na nufin birni ko mutum.
Dubawa
Yana da mahimmanci saboda yana juya kalmomin da ba su da tabbas zuwa abubuwan da za a iya warware na'ura waɗanda ke neman iko, amsa tambaya, da jadawalin ilimi.
Zurfafa nutsewa
Siffofin saman guda ɗaya na iya nufin abubuwa da yawa na zahiri: 'Apple' na iya zama 'ya'yan itace ko kamfanin fasaha, kuma 'Jordan' na iya zama ƙasa, ɗan wasan kwando, ko sunan farko. Haɗin mahaɗan yana magance wannan a matakai. Na farko, ambaton ganowa yana gano tazarar ɗan takara a cikin rubutu. Na biyu, tsarar ƴan takara suna fitar da jerin gajerun abubuwan shigar da tushen ilimi (sau da yawa daga Wikipedia ko Wikidata) waɗanda ambaton zai iya nunawa. Na uku, ɓarna yana ba wa waɗannan ƴan takara daraja ta hanyar amfani da mahallin, ɗaukar mafi kyawun wasa da haɗawa da mai gano shi na musamman. Tsare-tsare na zamani suna ɓoye jumlar ambaton da bayanin kowane ɗan takara cikin ƙwararru kuma suna nuna kamanceceniyansu, galibi suna ƙara daidaituwar duniya ta yadda ƙungiyoyin da aka zaɓa tare suke da ma'ana azaman saiti, kamar warware sunayen wasanni da yawa a cikin labarin ɗaya akai-akai.
Fahimtar Fasaha
Masu haɗin zamani na zamani suna amfani da maɓalli biyu don dawo da ɗan takara cikin sauri da maƙallan giciye don daidaitaccen matsayi. Mai rikodin bi-encoder yana haɗa ambaton-cikin-yanayin da kowane bayanin mahalli daban, yana ba da damar binciken makwabci mafi kusa akan miliyoyin mahaɗan. Mai rikodin giciye sannan a haɗa haɗin gwiwa yana karanta ambaton da babban ɗan takara don cin nasara mai inganci. Ajin NIL yana sarrafa ambaton ba tare da shigar da ta dace ba. Ƙididdigar gama gari tana haɓaka duk ambato a cikin daftarin aiki tare don daidaituwa.
Dabarun Tasiri
Gudu da sikelin
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba.
Shiga ku isa
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa.
Shawarwari masu haske
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa.
Makomar Haɗin Mahalli da Rarrabawa
Haɗin mahaɗan yana tafiya zuwa ga cikakkiyar hanyoyin haɓakawa inda samfurin kai tsaye ya fitar da keɓantaccen mai gano mahaɗan ko take, da kuma hanyar haɗin kai da sifili wanda ke sarrafa abubuwan da ba a gani yayin horo ta amfani da kwatancen rubutun su kawai. Haɗin kai tare da manyan nau'ikan harshe da haɓaka-dawowa za su ba da damar yin amfani da ɗimbin bayanai a cikin ID-tushen ilimin canonical, rage hasashe. Yi tsammanin haɗin harsuna da yawa da multimodal, warware sunaye a cikin harsuna har ma da hotuna, don zama ma'auni.
Aiwatar da Gaskiyar Duniya
Injin bincike yana warware 'Michael Jordan the AI farfesa' tare da ɗan wasan ƙwallon kwando don dawo da sakamako masu dacewa.
Gina jadawalin ilimi daga labaran labarai ta hanyar haɗa kowane kamfani da mutum da aka ambata zuwa ID na Wikidata.
Mataimakiyar murya tana ɓata 'wasa Mercury' tsakanin ƙungiyar, duniyar, da mawaƙa Freddie Mercury.
Ma'adinan rubutun kwayoyin halitta da ke haɗa kwayoyin halitta da kuma ambaton magunguna zuwa daidaitattun abubuwan gano bayanai don bincike.
Hatsari & Tsare-tsare
Abubuwan da aka ruɗe suna iya shigar da rahotanni cikin nutsuwa, kwararar tallafi, ko abubuwan bincike.
Hankali na gaggawa na iya ƙirƙirar sakamako mara daidaituwa a cikin buƙatun iri ɗaya.
Za a iya fallasa bayanan rubutu mai ma'ana idan ikon samun dama yana da rauni.
Taswirar Hanya
Ƙayyade tsarin fitarwa, sautin, da ma'auni masu inganci kafin fitowa.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai.
Ci gaba da Bincike
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Jagora na gaba
Mai suna Ƙungiyar Rec.
Tambayoyin da ake yawan yi
Menene Haɗin Haɗin Haɓakawa da Rarrabawa?
Ƙungiyar da ke haɗa taswira ta ambaci sunaye a cikin rubutu zuwa shigarwar musamman a cikin tushen ilimi, yanke shawara, misali, ko 'Paris' na nufin birni ko mutum. Yana da mahimmanci saboda yana juya kalmomin da ba su da tabbas zuwa abubuwan da za a iya warware na'ura waɗanda ke neman iko, amsa tambaya, da jadawalin ilimi.
Menene mahaɗin mahaɗin ke haɗa ambaton rubutu da?
Ƙungiyar da ke haɗa taswirorin ambato zuwa takamaiman, shigarwar tushen ilimi na musamman kamar Wikidata ko mai gano Wikipedia.
A cikin jumlar 'kamfanin Apple ya fitar da waya', menene aikin rashin fahimta?
Ma'anar ('kamfanin', 'wayar') yana sigina kamfanin fasaha maimakon 'ya'yan itace.
Menene manufar matakin samar da 'yan takara?
Ƙarfin ƴan takara yana taƙaita miliyoyin ƙungiyoyi zuwa jerin sunayen da za a iya sarrafawa don ambaton.
Wace rawa mai rikodin bi-encoder ke takawa wajen haɗa mahaɗan zamani?
Mai rikodin rikodi guda biyu yana haɗa ambaton da kowane mahaluƙi daban don haka binciken makwabci zai iya samun ƴan takara da sauri.
Menene ajin NIL ke wakilta a haɗa mahaɗan?
Alamomin NIL da aka ambata waɗanda basu dace da kowane shigarwa a cikin tushen ilimi ba.