Guhuza Ibikorwa no Gutandukana
Ikibanza gihuza amakarita kivuga amazina mumyandiko hamwe nibyanditswe byihariye mubumenyi, uhitamo, urugero, niba 'Paris' bisobanura umujyi cyangwa umuntu.
Incamake
It matters because it turns ambiguous words into machine-resolvable facts that power search, question answering, and knowledge graphs.
Kwibira cyane
Imiterere imwe yubuso irashobora kwerekeza kubintu byinshi bifatika: 'Apple' irashobora kuba imbuto cyangwa isosiyete yikoranabuhanga, naho 'Yorodani' ishobora kuba igihugu, umukinnyi wa basketball, cyangwa izina ryambere. Guhuza ibice bikemura ibi mubyiciro. Ubwa mbere, vuga gushishoza usanga abakandida bateganijwe mumyandiko. Icya kabiri, abakandida b'abakandida bagarura urutonde rugufi rw'ubumenyi bushingiye ku bumenyi (akenshi biva kuri Wikipedia cyangwa Wikidata) ibyo bishobora kuvuga. Icya gatatu, gutandukana bisobanura abo bakandida ukoresheje imiterere, gutoranya umukino mwiza no guhuza ibimuranga byihariye. Sisitemu zigezweho zikubiyemo interuro yavuzwe hamwe na buri mukandida ibisobanuro mu bice kandi bigatanga amanota asa, akenshi byongeweho ubufatanye bwisi yose kuburyo ibigo byatoranijwe hamwe byumvikana nkurutonde, nko gukemura amazina yimikino menshi mumutwe umwe uhoraho.
Ubushishozi
Abahuza-bigezweho-bakoresha-bi-kodegisi kugirango bashakishe vuba abakandida hamwe na kodegisi kugirango berekane neza. Bi-kodegisi ikubiyemo kuvuga-mu-miterere na buri kintu gisobanura ukwacyo, bigatuma hafi-umuturanyi ushakisha amamiriyoni yibintu. Kwambukiranya-kodegisi hanyuma usome hamwe ibyavuzwe hamwe numukandida wo hejuru kugirango atange amanota meza. Icyiciro cya NIL gikemura ibyatangajwe ntaho bihuriye. Guhuriza hamwe guhuza ibitekerezo byose mubyanditswe hamwe kugirango bihuze.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Kugera no kugera
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Ibyemezo bisobanutse
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Ejo hazaza h'ibikorwa bihuza no gutandukana
Guhuza ibice bigenda byerekeza muburyo butanga umusaruro aho icyitegererezo gisohora mu buryo butaziguye umwirondoro wihariye cyangwa umutwe wacyo, no kugana zeru-shusho ihuza ibice bitagaragara mugihe cyamahugurwa ukoresheje ibisobanuro byabo gusa. Kwishyira hamwe hamwe nururimi runini hamwe no kugarura-byongerewe ibisekuruza bizareka ibiganiro byibisubizo mubisobanuro byemewe byubumenyi-shingiro, kugabanya salusiyo. Tegereza guhuza indimi nyinshi kandi nyinshi, gukemura amazina mundimi ndetse no mumashusho, kugirango ube bisanzwe.
Gushyira mu bikorwa Isi
Moteri ishakisha ikemura 'Michael Jordan the AI professor' hamwe numukinnyi wa basketball kugirango basubize ibisubizo bijyanye.
Kubaka igishushanyo cyubumenyi kuva mu makuru uhuza buri sosiyete numuntu uvuga indangamuntu ya Wikidata.
Umufasha wijwi utandukanya 'gukina Mercury' hagati yitsinda, umubumbe, numuririmbyi Freddie Mercury.
Ubucukuzi bwibinyabuzima bihuza gene nibiyobyabwenge bivuga kubiranga imibare isanzwe kugirango ikore ubushakashatsi.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Yiswe Ikigo Rec.
Ibibazo bikunze kubazwa
What is Entity Linking and Disambiguation?
Ikibanza gihuza amakarita kivuga amazina mumyandiko hamwe nibyanditswe byihariye mubumenyi, uhitamo, urugero, niba 'Paris' bisobanura umujyi cyangwa umuntu. Nibyingenzi kuko bihindura amagambo adasobanutse mubintu byakemuwe na mashini ishakisha imbaraga, igisubizo cyibibazo, nubushushanyo bwubumenyi.
Niki kintu gihuza inyandiko ihuza inyandiko?
Ikibanza gihuza amakarita kuvugwa kubintu byihariye, byihariye ubumenyi-shingiro byinjira nka Wikidata cyangwa Ikiranga Wikipedia.
Mu nteruro 'isosiyete Apple yasohoye terefone', ni ikihe gikorwa cyo gutandukana?
Context ('sosiyete', 'terefone') yerekana isosiyete yikoranabuhanga kuruta imbuto.
Niyihe ntego yicyiciro cyo gutanga abakandida?
Igisekuru cyabakandida kigabanya amamiriyoni yibice kugeza kurutonde rushobora kuvugwa.
Ni uruhe ruhare bi-encoder igira mubikorwa bigezweho bihuza?
Bi-encoder ikubiyemo ibyavuzwe kandi buri kigo ukwacyo kugirango hafi-umuturanyi ushakishe ushobora kubona abakandida vuba.
Niki cyiciro cya NIL kigereranya mubice bihuza?
NIL yerekana ibintu bidahuye nibyinjira mubumenyi.