H. P. Luhn yog thawj tus uas tau tsim cov ntsiab lus tsis siv neeg sau ntawv hauv xyoo 1958 [24]. NLP lub zej zog tau tsim lub subfield ntawm kev sib sau ua ke. Radev et al [28] hais tias ib lossis ntau cov ntaub ntawv raug ua tiav thiab cov ntsiab lus luv luv yog tsim tawm uas tsawg dua qhov loj ntawm cov ntaub ntawv qub.
Yuav ua li cas automated summarization siv?
Kev sau tsis siv neeg yog txheej txheem ntawm luv luv cov ntaub ntawv suav nrog, los tsim cov txheej txheem (cov ntsiab lus) uas sawv cev rau cov ntaub ntawv tseem ceeb tshaj plaws lossis cuam tshuam hauv cov ntsiab lus qub. Ntxiv nrog rau cov ntawv nyeem, cov duab thiab cov yeeb yaj kiab kuj tuaj yeem suav nrog.
Vim li cas peb thiaj xav tau cov ntawv sau tsis siv neeg?
Thaum tshawb fawb cov ntaub ntawv, cov ntsiab lus ua kom txoj kev xaiv yooj yim dua. Tsis siv neeg summarization txhim kho qhov ua tau zoo ntawm kev ntsuasTsis siv neeg summarization algorithms tsis muaj kev ncaj ncees dua li tib neeg cov ntsiab lus. Cov ntsiab lus ntawm tus kheej muaj txiaj ntsig zoo hauv cov lus nug teb vim lawv muab cov ntaub ntawv tus kheej.
Dab tsi yog cov ntsiab lus luv luv?
Abstractive Summarization is a hauj lwm hauv Natural Language Processing (NLP) uas lub hom phiaj los tsim cov ntsiab lus ntawm cov ntawv nyeem… Abstractive summarization yields ib tug xov tooj ntawm daim ntawv thov nyob rau hauv sib txawv domains, los ntawm cov phau ntawv thiab cov ntaub ntawv, mus rau science thiab R&D, mus rau kev tshawb fawb txog nyiaj txiag thiab kev cai lij choj cov ntaub ntawv tsom xam.
Cov ntsiab lus hauv NLP yog dab tsi?
Text summarization is tus txheej txheem ntawm kev tsim ib tug luv luv, coherent, thiab zoo cov ntsiab lus ntawm ib tug ntev cov ntaub ntawv thiab koom nrog cov ntsiab lus ntawm cov ntawv nyeem cov ntsiab lus tseem ceeb … Ob txoj kev sib txawv uas yog siv rau cov ntawv sau luv luv yog: Extractive Summarization. Abstractive Sumarization.
