Incamake
Kwishingira kugereranya ikarita yerekana ikibonezamvugo cyimiterere yinteruro nkigiti cyimibanire yijambo-ijambo, byerekana amagambo ashingiye kubyo. Ihishura ingingo, ikintu, na modifier ihuza imirimo yo hasi yisunga kugirango yumve ibisobanuro.
Kwishingikirizaho ni igice cyururimi-AI igikoresho cyo gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Kwishingira gusesengura gusesengura interuro uhuza buri jambo na syntactique 'umutwe' hamwe na label yanditseho, yerekanwe arc. Muri 'Imbwa yirukanye injangwe,' inshinga 'yirukanye' ni umuzi, 'imbwa' ifata nk'isomo ryayo (nsubj), na 'injangwe' nk'ikintu cyayo (obj). Igisubizo ni igiti aho ijambo ryose usibye umuzi rifite umutwe umwe, ryerekana interuro yikibonezamvugo. Bitandukanye n’inteko ishinga amategeko, itondekanya amagambo mu nteruro zashyizwe mu majwi, kugereranya gushingira ku mibanire itaziguye hagati yamagambo, ahuza indimi nyinshi hamwe nijambo ryoroshye. Umushinga wa Universal Dependencies ushyiraho ibirango mu ndimi zirenga ijana, bigafasha guhuza, guhuza indimi hamwe na gahunda yo gutangaza amakuru.
Ubushishozi
Ingamba ebyiri ziganje zirahari. Inzibacyuho ishingiye kuri pariseri yubaka igiti gahoro gahoro, ifata ibyemezo bya shift / arc nkimashini ya stack, yihuta kandi ikora mugihe cyumurongo. Igishushanyo-gishingiye ku gipimo cyerekana amanota yose ashoboka hanyuma ugasanga igiti kinini cyizunguruka, akenshi kirasobanutse neza kurwego rurerure. Ibice bya kijyambere bigezweho bigaburira transformateur muburyo bwa biaffine bwitondewe butanga amanota kuri buri jambo rishingiye kumutwe, bigera kuri 95% byukuri kubipimo byicyongereza.
Kumenya Kwishingikiriza
Kwishingira kugereranya ikarita yerekana ikibonezamvugo cyimiterere yinteruro nkigiti cyimibanire yijambo-ijambo, byerekana amagambo ashingiye kubyo. Ihishura ingingo, ikintu, na modifier ihuza imirimo yo hasi yisunga kugirango yumve ibisobanuro. Kwishingikirizaho ni igice cyururimi-AI igikoresho cyo gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Dependency Parsing 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 Dependency Parsing igishushanyo mbonera, kugarura, no gusuzuma 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
Gukuramo ingingo-inshinga-ikintu inshuro eshatu kugirango ugaburire isano yo gukuramo no kumenya-igishushanyo mbonera.
Gutezimbere ikibonezamvugo mugushakisha amakosa yamasezerano binyuze mumibanire ishingiye kumutwe.
Gufasha abafasha mu majwi gukemura 'shiraho impuruza y'inama ejo' uhuza abahindura amazina nyayo.
Gushoboza indimi NLP muguhuza indimi nyinshi hamwe na label isangiwe na Universal Dependencies label yashyizweho.
Uburyo bwo Gushyira mu bikorwa
Kwishingikiriza Kumurongo mubikorwa
Gukuramo ingingo-inshinga-ikintu inshuro eshatu kugirango ugaburire isano yo gukuramo no kumenya-igishushanyo mbonera.
Gukuramo ingingo-inshinga-ibintu bitatu kugirango ugabure gukuramo isano hamwe nubumenyi-shusho yubaka Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kwishingikiriza Kumurongo mubikorwa
Gutezimbere ikibonezamvugo mugushakisha amakosa yamasezerano binyuze mumibanire ishingiye kumutwe.
Kunoza igenzura ryikibonezamvugo mugushakisha amakosa yamasezerano binyuze mumibanire ishingiye kumutwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwishingikiriza Kumurongo mubikorwa
Gufasha abafasha mu majwi gukemura 'shiraho impuruza y'inama ejo' uhuza abahindura amazina nyayo.
Gufasha abafasha mu majwi gukemura 'shiraho impuruza y'inama ejo' muguhuza abahindura amazina yukuri Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwishingikiriza Kumurongo mubikorwa
Gushoboza indimi NLP muguhuza indimi nyinshi hamwe na label isangiwe na Universal Dependencies label yashyizweho.
Gushoboza indimi NLP muguhuza indimi nyinshi hamwe na label isangiwe na Universal Dependencies label yashyizeho Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe 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.