Kuzuza ibibanza no kumenya intego
Kumenyekanisha kubushake byerekana icyo umukoresha ashaka, kandi kuzuza ibibanza bikuramo ibisobanuro byihariye bikenewe kugirango ubikore.
Incamake
Together they turn messy spoken or typed requests into structured commands assistants can execute.
Kwibira cyane
Kwuzuza ahantu hamwe no kumenya intego ni ishingiro ryibikorwa-bishingiye kuri sisitemu y'ibiganiro nka abafasha basanzwe hamwe na chatbots. Uhaye 'Andika indege iva i Boston yerekeza i Denver ku wa gatanu utaha,' intego yo gutahura ishyira mu majwi amagambo yose nk '' igitabo_umucyo, 'mu gihe ibyapa byuzuza ibimenyetso byerekana imirima yanditse: inkomoko = Boston, aho ugana = Denver, itariki = ku wa gatanu utaha. Kwuzuza ibibanza mubisanzwe byakozwe nkurutonde rwanditseho BIO (Tangira, Imbere, Hanze) bityo amagambo menshi yamagambo yafashwe neza. Imirimo yombi irahujwe cyane - kumenya inzitizi zigamije guhuza - bityo sisitemu igezweho ibatoza hamwe, bagabana kodegisi imwe. Ibipimo ngenderwaho birimo ATIS (ingendo zindege) na SNIPS. Kwuzuza ahantu nyabyo nibyo bituma umufasha yuzuza umuhamagaro wa API aho gukeka gusa intego yumukoresha.
Ubushishozi
Icyitegererezo gihuriweho gikubiyemo imvugo hamwe na transformateur cyangwa BiLSTM, hanyuma ikoresha imitwe ibiri: urwego-rwinteruro urwego rwerekana ibyerekanwe hamwe byerekana intego, mugihe buri kimenyetso cyerekana ibyiciro bya BIO kuri buri jambo. Amahugurwa ahuriweho asangira kodegisi kugirango ibimenyetso bigamije kumenyesha ibyemezo byafashwe naho ubundi. Igice cya CRF hejuru yikimenyetso kirashobora gushyira mu bikorwa ibirango byemewe, bikumira inzibacyuho zidashoboka nka tagi 'Imbere' nta na mbere 'Tangira.'
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.
Kazoza Kuzuza Ahantu no Kumenya Intego
Umwanya urimo werekeza kumurongo munini wururimi rukora intego hamwe nibisobanuro mumasasu umwe, akenshi zeru-shusho, mugutanga umusaruro wubatswe nka JSON muburyo butaziguye. Ibi bigabanya gukenera intoki zanditseho amahugurwa kandi zishyigikira gufungura-kurangiza, ibyifuzo byinshi. Tegereza guhuza cyane hamwe nakazi-guhamagarira APIs, gufata neza uburyo bwo gukurikirana ibintu hamwe nibisobanuro, hamwe na sisitemu yindimi nyinshi zihurira kuri domaine nshya utarinze kwitoza.
Gushyira mu bikorwa Isi
Umufasha wijwi parsing 'shiraho impuruza saa moya za mugitondo' mubushake = gushiraho_ibimenyesha, umwanya wigihe = 7 am
Urugendo rwa chatbot ikuramo inkomoko, aho igana, nitariki yo kuzuza indege-shakisha API
Umukiriya-ushyigikira inzira yerekana intego nka 'guhagarika_umupaka' kuyobora ikiganiro
Smart-home amategeko ahindura 'gucana amatara yo mucyumba kugeza 50%' mubikoresho, icyumba, hamwe nu mwanya uringaniye
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
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Slot Filling and Intent Detection quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Ubuyobozi bukurikira
Kumenya Ibintu
Ibibazo bikunze kubazwa
What is Slot Filling and Intent Detection?
Kumenyekanisha kubushake byerekana icyo umukoresha ashaka, kandi kuzuza ibibanza bikuramo ibisobanuro byihariye bikenewe kugirango ubikore. Hamwe na hamwe bahindura ibintu byavuzwe nabi cyangwa byanditse mubyifuzo byubatswe abafasha bashobora gukora.
Ni irihe tandukaniro riri hagati yo kumenya intego no kuzuza ibibanza?
Intego yo gutondekanya ishyira mubikorwa intego yumukoresha kumagambo yose, mugihe kuzuza ibibanza bikuramo ibisobanuro byanditse bikenewe kugirango ubikore.
Muri 'Andika indege iva Boston i Denver,' ni iki kigamije?
Intego rusange yukuvuga ni ukubika indege, ikirango rero ni igitabo_umucyo; Boston na Denver ni indangagaciro.
Ni ukubera iki kuzuza ibibanza akenshi bikozwe nkurutonde rwanditseho BIO?
Ikirangantego cya BIO (Tangira, Imbere, Hanze) ikimenyetso aho agaciro-ibimenyetso byinshi bitangirira kandi bigakomeza, bityo interuro nka 'vendredi itaha' ifatwa nkumwanya umwe.
Kuki sisitemu zigezweho zitoza kumenya intego no kuzuza hamwe?
Kumenya intego bigabanya ibibanza bifatika naho ubundi, kodegisi isangiwe itezimbere imirimo yombi.
Ni uruhe ruhare urwego rwa CRF rushobora kugira hejuru yikimenyetso?
Moderi ya CRF yerekana hagati yikimenyetso cyegeranye, ikumira urutonde rutemewe nka tagi Imbere idafite Intangiriro ibanziriza.