Incamake
Icyemezo cya Coreference nigikorwa cyo kumenya igihe amagambo atandukanye mumyandiko yerekeza kukintu kimwe, nko guhuza "we" cyangwa "umuyobozi mukuru" na "Maria." Kubona ubu burenganzira ni ngombwa kugirango imashini zumve neza uwo n'icyo igice kivuga.
Igisubizo cya Coreference ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Ururimi rwumuntu rwuzuye ama shortcuts. Tumenyekanisha umuntu mwizina, hanyuma tumwita "we," "we," "bo," "umuganga," cyangwa "uriya mugore" mubiganiro byose. Igisubizo cya Coreference nigikorwa cya NLP cyo guteranya ibyo byose byerekana ikintu kimwe nyacyo-isi mumatsinda. Harimo gukemura insimburangingo (bita anaphora), kimwe no guhuza interuro zitandukanye zisobanura ikintu kimwe. Ibi bifite akamaro kuko sisitemu yo hasi, nkibisubizo byibibazo, incamake, hamwe nubusobanuro, bitanga ibisubizo bitari byiza niba badashobora kuvuga ko "bivuze" isosiyete ntabwo ari ibicuruzwa. Urubanza rukomeye ni gahunda ya Winograd, aho ijambo rimwe rihindura ibisobanuro: muri "Igikombe nticyari gikwiye mu ivarisi kuko cyari kinini cyane," guhitamo niba "ari" igikombe cyangwa ivalisi bisaba gutekereza ku isi, ntabwo ari ikibonezamvugo gusa.
Ubushishozi
Sisitemu ya Coreference ibanza kumenya abakandida bavuga (amazina, interuro yizina, insimburazina), hanyuma uhitemo ibivugwa hamwe. Ingero zifatika zifatika nkimpera-iherezo-ya-urutonde-yegereyegere yerekana amanota abiri yinyandiko hanyuma ugahuza buri kintu nacyo gishobora kuba cyarahozeho, kigakora cluster. Ibiranga harimo intera iri hagati yo kuvugwa, uburinganire numubare wamasezerano, hamwe no gushiramo imiterere kuva moderi ya transformateur ifata ibisobanuro. Igishushanyo mbonera cya Winograd cyerekana impamvu ikibonezamvugo cyonyine cyananiranye: amahuza amwe arasaba ubumenyi bwisi, nko kumenya ibintu binini bidahuye nibintu bito.
Kumenya gukemura ikibazo
Icyemezo cya Coreference nigikorwa cyo kumenya igihe amagambo atandukanye mumyandiko yerekeza kukintu kimwe, nko guhuza "we" cyangwa "umuyobozi mukuru" na "Maria." Kubona ubu burenganzira ni ngombwa kugirango imashini zumve neza uwo n'icyo igice kivuga. Igisubizo cya Coreference ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Icyemezo cya Coreference 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 Coreference Resolution igishushanyo mbonera, 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
Incamake ikurikirana neza ko "senateri," "we", na "Madamu Lee" ari umuntu umwe bityo incamake igakomeza kuba ukuri
Imashini-isobanura imashini ihitamo neza ihame ry'uburinganire mu gukemura uwo 'bo' bavuga mbere mu nteruro
Sisitemu yo gusubiza ibibazo ihuza "isosiyete" na "it" gusubira mubigo bikwiye kugirango usubize ikibazo neza
Kubaka igishushanyo cyubumenyi kiva mu makuru uhuza imvugo nka "Apple," "igihangange mu buhanga," na "ukora iPhone" mu kintu kimwe
Uburyo bwo Gushyira mu bikorwa
Icyemezo Cyibanze mubikorwa
Incamake ikurikirana neza ko "senateri," "we", na "Madamu Lee" ari umuntu umwe bityo incamake ikomeza kuba ukuri.
Incamake ikurikirana neza ko "senateri," "we," na "Madamu Lee" ari umuntu umwe bityo incamake ikagumaho Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Icyemezo Cyibanze mubikorwa
Imashini-isobanura imashini ihitamo neza ihame ry'uburinganire mu gukemura uwo 'bo' bavuga mbere mu nteruro.
Sisitemu yo guhindura imashini ihitamo insimburangingo iboneye ikemura uwo 'bo' bavuga mbere mu nteruro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Icyemezo Cyibanze mubikorwa
Sisitemu yo gusubiza ibibazo ihuza "isosiyete" na "it" gusubira mubigo bikwiye kugirango usubize ikibazo neza.
Sisitemu yo gusubiza ibibazo ihuza "isosiyete" na "it" gusubira mu kigo gikwiye kugirango isubize ikibazo neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Icyemezo Cyibanze mubikorwa
Kubaka igishushanyo cyubumenyi kiva mu makuru uhuza imvugo nka "Apple," "igihangange mu buhanga," na "ukora iPhone" mu kintu kimwe.
Kubaka igishushanyo mbonera cyubumenyi mu ngingo zamakuru uhuza imvugo nka "Apple," "igihangange mu buhanga," na "ukora iphone" mu kigo kimwe Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.