Nkado ọrụ Semantic
Semantic role labeling (SRL) zara 'onye mere onye, mgbe, ebe, na ihe kpatara ya' site n'ịkpado ọrụ nkebiokwu ọ bụla na-arụ gburugburu ngwaa.
Nchịkọta
Ọ na-ewepụta ihe karịrị ụtọ asụsụ, na-eme ka ọ bụrụ ọkpụkpụ azụ maka azịza ajụjụ na mmịpụta ozi.
Ime miri emi
Ịkpọ aha semantic na-achọpụta predicate (na-abụkarị ngwaa) n'ahịrịokwu ma tinye akara arụmụka na-ejuputa oghere ọmụmụ ya. Na 'Mary resịrị Jọn akwụkwọ ahụ maka dollar iri,' SRL dere Mary dị ka onye na-ere (Agent), akwụkwọ ahụ dị ka ihe rere (Theme), John dị ka onye nnata, na dollar iri dị ka ọnụ ahịa. N'ụzọ dị mkpa, ọrụ ndị a na-adịgide adịgide ọbụna mgbe ụtọ asụsụ na-agbanwe: na 'Erere Jọn akwụkwọ ahụ site na Meri,' Meri ka bụ onye nnọchiteanya n'agbanyeghị na ọ bụghịzi isiokwu nke ụtọasụsụ. SRL na-adọta ihe ndị edeputara dị ka PropBank, nke na-akọwapụta usoro arụmụka akọwapụtara ngwaa, yana FrameNet, nke otu na-akọwapụta n'ime okpokolo agba n'usoro. Nnọchite anya ọkwa a kwụsiri ike bụ ihe na-eme SRL bara uru n'okpuru mmiri.
Nghọta nka nka
A na-ahazi SRL ọgbara ọhụrụ dị ka mkpado usoro: nyere ahịrịokwu na akara akara, ihe nlereanya ahụ na-ekenye akara BIO ụdị (mmalite, n'ime, n'èzí) na akara ọ bụla na-egosi ọrụ arụmụka ya. Ihe ngbanwe ihe ngbanwe na-enye ihe ntinye okwu n'ime mkpado a. Ọtụtụ sistemụ na-ebukwa amụma amụma amụma, ebe otu ngwaa nwere ike were okpokolo agba dị iche iche. Ụdị neural nke ngwụcha ruo na-ọgwụgwụ ejirila dochie pipeline ochie ndị dabere na njirimara parse syntactic.
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 akara ọrụ Semantic
SRL na-amụbawanye asụsụ ma na-ejikọta ya na ọrụ ndị yiri ya dị ka ntule ndabere na isi n'ime otu ụdị multitask. Ka ụdị asụsụ buru ibu na-etinye ọtụtụ n'ime ikike a n'ezoghị ọnụ, SRL doro anya na-achọta uru ọhụrụ dị ka oyi akwa etiti enwere ike ịkọwa maka ịlele eziokwu, ntụgharị uche na nhazi ahaziri ahazi. Ihe nnochite anya semantic zuru ụwa ọnụ nke na-arụ ọrụ n'ofe asụsụ na-enweghị nkọwa asụsụ ọ bụla bụ isi ebumnuche nyocha.
Mmejuputa n'ezie n'ụwa
Imelite azịza ajụjụ ka usoro nwere ike ịmata na na 'Einstein bipụtara relativity na 1905,' 1905 bụ nwa oge azịza 'mgbe'.
Na-eme ka mwepụta ihe omume dị na nleba anya akụkọ, ịkọwapụta onye na-eme ihe nkiri, ihe omume na ebumnuche nke ihe ndị akọpụtara.
Ịkwalite ntụgharị asụsụ igwe site na ichekwa nhazi onye-mere-ihe-na-onye n'ofe asụsụ nwere usoro okwu dị iche iche.
Na-akwado ntinye ederede ụlọ ọgwụ iji chọpụta ọgwụgwọ e nyere onye ọrịa na kedu dose.
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
Ọchụchọ ọmụmụ ihe
Ajụjụ a na-ajụkarị
Gịnị bụ Semantic Role Labeling?
Semantic role labeling (SRL) zara 'onye mere onye, mgbe, ebe, na ihe kpatara ya' site n'ịkpado ọrụ nkebiokwu ọ bụla na-arụ gburugburu ngwaa. Ọ na-ewepụta ihe karịrị ụtọ asụsụ, na-eme ka ọ bụrụ ọkpụkpụ azụ maka azịza ajụjụ na mmịpụta ozi.
Kedu isi ajụjụ ka mwepụta ọrụ semantic chọrọ ịza?
SRL na-achọpụta ọrụ ọmụmụ ihe n'akụkụ predicate, na-ejide onye nnọchi anya, omume, ebumnuche na ọnọdụ.
N’ime ‘e resị Jọn akwụkwọ ahụ site n’aka Meri,’ olee ọrụ Meri rụrụ?
N'agbanyeghị na Meri abụghị isiokwu gbasara ụtọ asụsụ ebe a, n'ụzọ usoro ọmụmụ ọ ka bụ onye nnọchi anya na-ere ahịa ahụ.
Kedu akụrụngwa na-akọwapụta usoro arụmụka akọwapụtara ngwaa ejiri na SRL?
PropBank na-akọwapụta usoro nrụrịta ụka amụma maka ngwaa, akụrụngwa ntọala maka sistemụ SRL ọzụzụ.
Kedu ka esi ahazi SRL dị ka nsogbu mmụta igwe?
N'inye amụma amụma, ụdị mkpado nke ọ bụla nwere akara mmalite/ime/n'èzí na-egosi ogologo arụmụka na ọrụ ya.
Kedu ihe kpatara sistemụ SRL nwere ike buru amụma 'uche' nke amụma?
Ngwaa dị ka 'na-agba ọsọ' (na-arụ ọrụ azụmahịa vs. aga ngwa ngwa) nwere usoro arụmụka dị iche iche, ya mere enweghị uche na-eduzi ọrụ ọrụ.