Incamake
Inteko ishinga amategeko isenya interuro mu nteruro zegeranijwe nkinteruro yizina ninteruro yinshinga, byerekana imiterere yikibonezamvugo nkigiti. Nibyingenzi kuko gusobanukirwa uburyo amagambo itsinda hamwe nurufunguzo rwo kugenzura ikibonezamvugo, guhindura, hamwe no gukuramo ibisobanuro byimbitse.
Inteko ishinga amategeko ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Inteko ishinga amategeko isesengura interuro ukurikije interuro-imiterere yikibonezamvugo, itondekanya amagambo mu bice byashyizwe mu majwi nk'amagambo y'izina (NP), interuro y'inshinga (VP), n'interuro ibanziriza (PP). Ibisohoka ni igiti gifite amababi ni amagambo kandi imbere yimbere ni interuro yamagambo, byose bishinze imizi kuri S (interuro). Kurugero, 'Injangwe yicaye ku matiku' igabanyamo NP ('Injangwe') na VP ('yicaye ku matati'), ubwayo irimo inshinga na PP. Ibi bitandukanye no gushingira ku guhuza, guhuza amagambo mu buryo butaziguye aho kubishyira mu nteruro. Uburyo bwa kera bwakoresheje algorithm ya CYK hamwe nimbonezamvugo idafite ibisobanuro; sisitemu zigezweho zikoresha imiyoboro yimyitozo yatojwe kuri treebanks nka Penn Treebank.
Ubushishozi
Abasesenguzi benshi ba neural bakoresha imbonerahamwe ishingiye ku mbonerahamwe cyangwa uburyo bushingiye kuri span: icyitegererezo gitanga amanota yose ashoboka ahuza amagambo kuri buri nteruro yikirango, hanyuma dinamike-programme algorithm (nka CYK) isanga amanota menshi afite igiti cyemewe. Kwiyitaho kodegisi nkibiri muri BERT bitanga ibihe byinshi byerekana, kandi urwego rwa nyuma ruhanura amanota ya label. Utwugarizo tugomba guterwa neza, bityo gushakisha byemeza igiti cyakozwe neza kuruta ibyemezo byigenga.
Kumenya Inteko ishinga amategeko
Inteko ishinga amategeko isenya interuro mu nteruro ziteye nk'interuro y'izina n'inshinga, byerekana imiterere yikibonezamvugo nk'igiti. Nibyingenzi kuko gusobanukirwa uburyo amagambo itsinda hamwe nurufunguzo rwo kugenzura ikibonezamvugo, guhindura, no gusobanura byimbitse. Inteko ishinga amategeko ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Inteko ishinga amategeko nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha Constituency Parsing 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
Ikibonezamvugo-kugenzura ibikoresho byerekana interuro zasimbuwe no kugenzura igiti kigize interuro
Sisitemu yo guhindura imashini itondekanya interuro (urugero, inshinga zigenda) zishingiye kumiterere-imvugo igizwe
Sisitemu yo gusubiza ibibazo ikuramo interuro yizina nkabakandida basubiza mumyandiko isesenguye
Indimi hamwe na software-yiga ururimi ishushanya igishushanyo cyinteruro kubanyeshuri
Uburyo bwo Gushyira mu bikorwa
Inteko ishinga amategeko
Ikibonezamvugo-kugenzura ibikoresho byerekana interuro zasimbuwe no kugenzura igiti kigize interuro.
Ibikoresho byo kugenzura ikibonezamvugo byerekana interuro zasimbuwe no kugenzura igiti kigize interuro Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Inteko ishinga amategeko
Sisitemu yo guhindura imashini itondekanya interuro (urugero, inshinga zigenda) zishingiye kumiterere-imvugo igizwe.
Sisitemu yo guhindura imashini itondekanya interuro (urugero, inshinga zigenda) zishingiye ku miterere-yindimi zigizwe n’amakipe Ubusanzwe abona ibisubizo byiza iyo bisobanuye ibipimo ngenderwaho byimbere, bikomeza inzira yo kuzamuka kwabantu kubibazo, kandi bikurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Inteko ishinga amategeko
Sisitemu yo gusubiza ibibazo ikuramo interuro yizina nkabakandida basubiza mumyandiko isesenguye.
Sisitemu yo gusubiza ibibazo ikuramo interuro yizina nkibisubizo byabakandida bivuye kumyandiko isesenguwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Inteko ishinga amategeko
Indimi hamwe na software yiga ururimi ishushanya igishushanyo cyinteruro kubanyeshuri.
Porogaramu yindimi hamwe na software yiga ururimi ishushanya igishushanyo cyinteruro kubanyeshuri Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
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.