Ntụle mpaghara
Ntugharị mpaghara na-agbaji ahịrịokwu n'ime akpaokwu akwụgoro dị ka nkebi ahịrịokwu na nkebiokwu ngwaa, na-ekpughe nhazi ụtọasụsụ ya dị ka osisi.
Nchịkọta
It matters because understanding how words group together is key to grammar checking, translation, and deeper meaning extraction.
Ime miri emi
Ntugharị mpaghara na-enyocha ahịrịokwu dị ka ụtọ asụsụ nkebiokwu-nhazi, na-ahazi okwu n'ime ihe ndị etinyere ọnụ dịka nkebiokwu (NP), nkebiokwu ngwaa (VP), na nkebiokwu prepositional (PP). Nsonaazụ bụ osisi nke akwụkwọ ya bụ okwu na ọnụ ime ya bụ akara nkebiokwu, ha niile gbanyere mkpọrọgwụ n'otu ọnụ S (ahịrịokwu). Dịka ọmụmaatụ, 'Nwamba ahụ nọ ọdụ na ute' na-ekewa n'ime NP ('The cat') na VP ('nọdụ na ute'), nke n'onwe ya nwere ngwaa na PP. Nke a dị iche na ntule ịdabere na ya, nke na-ejikọta okwu ozugbo na ibe ya kama ịchịkọta ha na nkebiokwu. Ụzọ kpochapụrụ jiri CYK algọridim nwere ụtọ asụsụ nke na-enweghị ihe ọ bụla nwere ike ime; Usoro ọgbara ọhụrụ na-eji netwọkụ akwara a zụrụ azụ n'akụkụ osisi dịka Penn Treebank.
Nghọta nka nka
Ọtụtụ ndị nyocha mpaghara akwara na-eji usoro dabere na chaatị ma ọ bụ ogologo oge: ihe nlereanya na-enyocha ogologo okwu ọ bụla nwere ike ime maka akara nkebiokwu ọ bụla, mgbe ahụ, algọridim na-eme mmemme (dị ka CYK) na-achọta osisi kacha nwee akara dị mma. Ihe ngbanwe nlebara anya onwe onye dị ka ndị nọ na BERT na-emepụta ihe ngosi ogologo oge, na oyi akwa ikpeazụ na-ebu amụma akara akara. A ga-edobe braket nke ọma, yabụ nchọta ahụ na-ekwe nkwa osisi a haziri nke ọma karịa mkpebi mpaghara nwere onwe.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Usoro ọrụ asụsụ nwere ike ịga ngwa ngwa n'achụghị nkwụsi ike.
Nweta na iru
Ọ na-agbasawanye ohere n'ofe asụsụ na ụdị nzikọrịta ozi.
Mkpebi doro anya
Ndị otu nwere ike itinyekwu oge na ikpe ebe akpaaka na-ejikwa nkwughachi.
Ọdịnihu nke ngalaba nyocha
Ndị na-eme ntuli aka na-atụgharị azụ azụ na-arịwanye elu na nnukwu mgbanwe mgbanwe, na-akwalite izi ezi na akara akara dị ka Penn Treebank n'elu 95% F1. Nchọpụta na-aga n'ihu n'ịtụgharị asụsụ ọtụtụ asụsụ na obere akụrụngwa, ụdị nkwonkwo na-emepụta ma nhazi mpaghara na ndabere, yana iji parses mee ka ụdị asụsụ buru ibu nwee nghọta. Ka LLM na-etinye syntax n'ezoghị ọnụ, ntule doro anya na-atụgharị na nyocha, nyocha asụsụ, na ngwa chọrọ nhazi enwere ike.
Mmejuputa n'ezie n'ụwa
Ngwa-nyocha ụtọ ụtọ asụsụ na-achọpụta nkebi ahịrịokwu ndị na-edochaghị anya site na inyocha osisi mejupụtara nke ahịrịokwu
Sistemụ ntụgharị asụsụ igwe na-ahazi nkebiokwu (dịka ọmụmaatụ ngwaa na-akpụ akpụ) dabere na nhazi asụsụ isi mmalite.
Sistemụ azịza ajụjụ na-ewepụta akpaokwu aha dịka azịza onye ndoro-ndoro site na ederede atụgharịrị
Akụrụngwa mmụta asụsụ na asụsụ nke na-egosipụta eserese ahịrịokwu maka ụmụ akwụkwọ
Ihe ize ndụ & okporo ụzọ nche
Eziokwu ndị e chepụtara echepụta nwere ike jiri nwayọ tinye akụkọ, nkwado nkwado, ma ọ bụ nsonaazụ nyocha.
Mmetụta ngwa ngwa nwere ike ịmepụta nsonaazụ na-ekwekọghị ekwekọ n'ofe arịrịọ ndị yiri ya.
Enwere ike ikpughe data ederede nwere mmetụta ma ọ bụrụ na njikwa ohere adịghị ike.
Map mmejuputa
Kọwaa usoro mmepụta, ụda, na ụkpụrụ ịdịmma tupu ibugharị.
Weghachite nzaghachi site na isi mmalite ntụkwasị obi mgbe ọ bụla izi ezi dị mkpa.
Debe ebe nleba anya mmadụ maka mpụta dị elu.
Sochie ụkpụrụ ọdịda ma na-azụghachi mkpali ma ọ bụ usoro ọrụ mgbe niile.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ntụle ndabere
Ajụjụ a na-ajụkarị
What is Constituency Parsing?
Ntugharị mpaghara na-agbaji ahịrịokwu n'ime akpaokwu akwụgoro dị ka nkebi ahịrịokwu na nkebiokwu ngwaa, na-ekpughe nhazi ụtọasụsụ ya dịka osisi. Ọ dị mkpa n'ihi na ịghọta otu mkpụrụokwu si agbakọ ọnụ bụ isi ihe na-enyocha ụtọ ụtọ asụsụ, ntụgharị asụsụ na mmịpụta ihe omimi miri emi.
Kedu ihe ntule ntuli aka na-ebute isi maka ahịrịokwu?
Ndị omeiwu na-atụgharị okwu n'otu n'otu n'ime ihe ndị nwere akwụ (NP, VP, PP) ahaziri n'osisi nhazi nkebiokwu.
Kedu ka ntule mpaghara si dị iche na ntule dabere?
Ntụle mpaghara na-ewulite mkpokọta nkebiokwu nwere ọnụ, ebe ntule ndabere na-adọta njikọ dabere na isi n'etiti mkpụrụokwu ndị dị n'otu n'otu.
Kedu algọridim kpochapụrụ jikọtara ya na nyocha mpaghara site na iji ụtọ asụsụ na-enweghị ihe ọ bụla?
Algọridim nke CYK bụ usoro mmemme na-agbanwe agbanwe nke ejiri were grammar (ihe nwere ike ime) tụgharịa ahịrịokwu.
Kedu ihe bụ mgbọrọgwụ nke osisi parse a na-ahụkarị?
Osisi ahụ dum gbanyere mkpọrọgwụ na oghere S nke na-anọchi anya ahịrịokwu zuru oke, nwere nkebiokwu dị n'okpuru ya.
Kedu ihe ndekọ data ejiri mara nke ọma iji zụọ ma nyochaa nyocha mpaghara mpaghara bekee?
Penn Treebank na-enye osisi mpaghara ejiri aka dee ya ma bụrụ akara ọkọlọtọ maka ntugharị Bekee.