Kwishingikiriza
Kwishingira kugereranya ikarita yerekana ikibonezamvugo cyimiterere yinteruro nkigiti cyimibanire yijambo-ijambo, byerekana amagambo ashingiye kubyo.
Incamake
It reveals subject, object, and modifier links that downstream tasks rely on to understand meaning.
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 kwishingikiriza 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.
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 ko Kwishingikiriza
Kwishingira gushingira bigenda birushaho kuba indimi nyinshi na zeru-shusho, hamwe na moderi yimura imiterere mundimi-mikoreshereze yindimi binyuze muri Universal Dependencies. Nubwo imvugo nini yindimi ifata syntax itaziguye, parses zisobanutse zikomeza kuba ingirakamaro kubisobanuro, ibikoresho bike, hamwe numuyoboro wubatswe. Ubushakashatsi bugenda bugana ku ngero zifatanije zihuza syntax hamwe n’ibisobanuro kandi byoroheje, byihuta byihuta bikwiranye nigikoresho-nyacyo.
Gushyira mu bikorwa Isi
Gukuramo ingingo-inshinga-ikintu inshuro eshatu zo kugaburira isano no gukuramo ubumenyi-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.
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
Inteko ishinga amategeko
Ibibazo bikunze kubazwa
What is Dependency Parsing?
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.
Mu gusesengura gushingiye, imiterere yinteruro igaragazwa ite?
Buri jambo ryomeka kumutwe unyuze kuri arc yanditseho arc, ikora igiti kigaragaza isano yikibonezamvugo.
Muri 'Imbwa yirukanye injangwe,' ni ubuhe muzi w'igiti gishingiye?
Inshinga nyamukuru 'yirukanye' ni umuzi, hamwe n '' imbwa 'nk'isomo ryayo na' injangwe 'nk'ikintu cyayo kuyihuza.
Nigute gutandukanya kwishingira gutandukana no gutandukanya intore?
Kwishingikiriza kugereranya icyitegererezo imitwe-ishingiye kumagambo isano itaziguye, mugihe inteko ishinga amategeko yubaka interuro yubatswe.
Ni izihe nyungu zo gushingira ku nzibacyuho?
Inzibacyuho-ishingiye kububiko yubaka igiti gahoro gahoro hamwe na shift / arc ibikorwa, bitanga umurongo-mwiza wo kugereranya.
Umushinga wo kwishingira isi yose utanga iki?
Kwishingira kwisi yose bitanga gahunda yo gutondekanya ururimi, bigafasha guhuza indimi 100-wongeyeho.