Incamake
Gukuramo umubano bikuramo ibintu byubatswe mubyanditswe bitubatswe, byerekana uburyo ibice bibiri bihuza (nka 'bikora kuri' cyangwa 'biri muri'). Ihindura prose mubumenyi busomeka bwimashini zitanga moteri zishakisha, ububikoshingiro, nubushushanyo bwubumenyi.
Gukuramo Isano biva mu nyandiko ni igice cyururimi-AI igikoresho gikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Gukuramo umubano (RE) bifata interuro nka 'Marie Curie yavukiye i Warsaw' kandi itanga ibintu bitatu byubatswe: (Marie Curie, wavutse_in, Warsaw). Ubusanzwe yubakiye ku izina ryamenyekanye kumenyekanisha, ibanza kubona ibice, hanyuma igashyira mubikorwa isano hagati yabyo. Uburyo bwa kera bwakoresheje intoki zanditse ('X, washinze Y') cyangwa kugenzura ibyiciro byahuguwe kuburorero bwanditse. Iterambere rikomeye ryari ubugenzuzi bwa kure, buhuza ubumenyi buriho nka Wikidata hamwe ninyandiko mbisi kugirango auto-itanga amakuru yimyitozo ku gipimo. Sisitemu zigezweho neza-zihindura moderi ya moderi nka BERT kugirango usome interuro yuzuye kandi uhanure umubano, ukemura ibidasobanutse kandi birebire-kure cyane kuruta uburyo bukomeye. RE ni moteri inyuma yo kwerekana ibishushanyo binini byubumenyi.
Ubushishozi
Moderi nyinshi ya neural RE iranga ibice bibiri byabakandida hamwe nibimenyetso byihariye (nka [E1] na [E2]) kugirango rero transformateur imenye iyo jambo igomba kwibandaho, hanyuma igaburira ibyashizwe mumurongo muburyo bwihariye bwubwoko bwimibanire. 'Gufungura' gukuramo umubano ahubwo ikuramo interuro yerekana isano itaziguye mumyandiko, bisaba ko nta gishushanyo mbonera cyateganijwe. Ikibazo gikomeje ni 'nta sano' icyiciro, kubera ko ibice bibiri byombi mu nteruro ntaho bihuriye.
Kumenya Gukuramo Isano Kuva Inyandiko
Gukuramo umubano bikuramo ibintu byubatswe mubyanditswe bitubatswe, byerekana uburyo ibice bibiri bihuza (nka 'bikora kuri' cyangwa 'biri muri'). Ihindura prose mubumenyi busomeka bwimashini zitanga moteri zishakisha, ububikoshingiro, nubushushanyo bwubumenyi. Gukuramo Isano biva mu nyandiko ni igice cyururimi-AI igikoresho gikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugira ngo wubake byimbitse, fata Gukuramo Isano kuva mwandiko nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Isano iva mubishushanyo mbonera byerekana, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa-Isi
Kubaka ubumenyi bwibinyabuzima bishushanya bihuza ibiyobyabwenge nindwara bavura bacukura amamiriyoni yubushakashatsi.
Gutanga amakuru yububiko bwisosiyete ukuramo gahunda zubuyobozi no kugura amakuru yamakuru yimari.
Gutezimbere moteri zishakisha kugirango ikibazo nk '' washinze Tesla 'gisubiza igisubizo kiziguye cyakuwe mubucuti bwakuwe (washinze, sosiyete).
Kumenya imikoranire ya poroteyine-proteyine mubuvanganzo bwa siyansi kugirango byihute genomika no kuvumbura ibiyobyabwenge.
Uburyo bwo Gushyira mu bikorwa
Gukuramo Isano mu Byanditswe mubikorwa
Kubaka ubumenyi bwibinyabuzima bishushanya bihuza ibiyobyabwenge nindwara bavura bacukura amamiriyoni yubushakashatsi.
Kubaka ibishushanyo mbonera byubumenyi bihuza ibiyobyabwenge nindwara bavura bakoresheje ubucukuzi bwa miriyoni zubushakashatsi Amakipe ubusanzwe abona umusaruro mwiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Gukuramo Isano mu Byanditswe mubikorwa
Gutanga amakuru yububiko bwisosiyete ukuramo gahunda zubuyobozi no kugura amakuru yamakuru yimari.
Umubare wimibare yisosiyete ukuramo gahunda zubuyobozi no kugura amakuru yamakuru yimari Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gukuramo Isano mu Byanditswe mubikorwa
Gutezimbere moteri zishakisha kugirango ikibazo nk '' washinze Tesla 'gisubiza igisubizo kiziguye cyakuwe mubucuti bwakuwe (washinze, sosiyete).
Gutezimbere moteri zishakisha kugirango ikibazo nk '' washinze Tesla 'gisubiza igisubizo kiziguye cyakuwe mubucuti bwakuweho (uwashinze, isosiyete) Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gukuramo Isano mu Byanditswe mubikorwa
Kumenya imikoranire ya poroteyine-proteyine mubuvanganzo bwa siyansi kugirango byihute genomika no kuvumbura ibiyobyabwenge.
Kumenya imikoranire ya poroteyine na poroteyine mu buvanganzo bwa siyansi kugira ngo byihutishe genomika no kuvumbura ibiyobyabwenge Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu ziva mu musaruro hamwe n’ikosa ryakozwe mu gihe runaka.
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.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.