Etiketu cër semantik
Etiketu cër bu semantik (SRL) dafay tontu 'kan moo def lan ci kan, kañ, fan, ak lu tax' ci etiketu cër yi frase bu nekk di def ci verb bi.
Résumé
It captures meaning beyond grammar, making it a backbone for question answering and information extraction.
Plongeur bu xóot
Etiketu cër semantik dafay xàmmee predikat bi (dafay faral di nekk verb) ci biir frase ba noppi etiketu argument yi fees ci barabu semantik bi. Ci 'Mary jaayna téere bi John fukki dolaar,' SRL dafay màndargaal Mary ni jaaykat bi (Agent), téere bi ni mbir miñ jaay (Theme), John ni ki koy jot, ak fukki dolaar ni njëg bi. Li gëna am solo mooy, liggéey yooyu dañuy wéy di wuute doonte grammaire bi soppeeku na: ci 'Mary moo jaay téere bi John,' Mary mooy Agent bi ba leegi doonte nekkatul sujet grammaire bi. SRL dafay sukkandiku ci jumtukaay yuñ bind lu ci melni PropBank, biy fësal jumtukaayi argument yiñ jagleel verb yi, ak FrameNet, biy boole predikat yi ci kaadar semantik. Liy tax SRL am njariñ ci wàll wi, muy wane bu dëgër te am solo.
Gis-gis xarala
SRL bu bees bi dañu koy faral di def ci etiketu toppalante: ñu jox benn frase ak benn predikat buñ màrke, model bi dafay jox etiket bu nuru BIO (Tàmbali, Ci biir, Biti) ci token bu nekk di wane cër argumentam. Encodeur transformateur yi dañuy dugal ay tegtal ci biir tagger bii. Sistem yu bari dañuy wax luy waaja am ci luy wax, ndax benn verb bi mën na jël ay argument yu wuute. Modèle neuronal end-to-end ñoo wecci pipeline yu yàgg yi daan sukkandikoo ci man-mani parse syntactic.
njeextalu pexe
Gaawaay ak yaatuwaay
Liggéeyukaay yi ci làkk yi mën nañu gëna gaaw te duñu yàq deggoo gi.
Dugg ak yegg
Dafay yaatal jëfandikoo gi ci làkk yi ak ci anam yi ñuy jokkoo.
dogal yu gëna leer
Ekip yi mën nañu gëna yàgg ci àtte ci jamono ji otomatisation di liggéey ci baamtu.
Ëlëgu etiketu cër semantik
SRL mingi gëna bari làkk, ñu ngi koy boole ak yeneen liggéey yu melni parsing dependency ak coreference ci benn xeetu liggéey bu bari. Ginaaw xeetu làkk yu mag yi dañuy xëcci lu bari ci kàttan yii ci anam wu nëbbu, SRL bu leer mingi gis valeur bu bees ni diggante buñ mëna tekki ngir saytu dëgg, xalaat, ak génne ci anam wu jaar yoon. Representation semantique universelle buy dox ci lakk yi te du am benn annotation ci lakk bu nekk mooy mébetu gëstu bi.
Doxal ci àdduna dëgg
Yokkatal tontub laaj ngir sistem bi muna xamme ni ci 'Einstein siiwal relativite ci 1905,' 1905 mooy tontu bu yam ci 'kañ.'
Yokkateg xew-xew yi ci di wottu xibaar yi, di wane aktër bi, jëf ji, ak mébetu mbir yiñ yëgle.
Yokkatal tekki masin ci baña yàq jumtukaayu ki-def-lu-ci-ki-kan ci làkk yi ak xeetu baat yu wuute.
Jàppale mine de text clinique ngir xam ban pajum lañu jox ban malaad ak ban dose.
Risk yi ak balustrade yi
Lépp lu jaarul yoon mën na dugg ci rapoor yi, jàppale ci liggéey bi, wala ci njariñu gëstu bi.
Sensibilite bu gaaw mën na jur njariñ yu wuute ci laajte yu noonu mel.
Done yu am solo mën nañu feeñ sudee seytu jëfandikoo gi néew doole.
Roadmap ngir samp gi
Mandargal formaa génne gi, melokaan bi, ak standard kalite yi laata ngay dugal ko.
Tontu yu am solo ak balluwaay yu wóor saa yu dëggu bi di am solo.
Fexeel am barabu xool nit ñi ngir am njariñ yu am solo.
Toppal anami gacce yi ak di faral di tàggataat ay laaj wala def-liggéey.
Weyal di banneexu
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Gis bi ci topp
Seetug semantik
Laaj yi ñuy faral di laaj
What is Semantic Role Labeling?
Etiketu cër bu semantik (SRL) dafay tontu 'kan moo def lan ci kan, kañ, fan, ak lu tax' ci etiketu cër yi frase bu nekk di def ci verb bi. Dafay jàpp lu weesu nàfar, moo tax mu nekk yax ci tontu laaj ak génne xibaar.
Ban laaj bu am solo la etiketu cër semantik bëgga tontu?
SRL dafay xàmmee cër semantik yi wër benn predikat, jàpp ab ndawu liggéey, jëf, mébet, ak anam yi.
Ci 'Maria moo jaay téere bi John,' ban cër la Mary def?
Doonte Mary du sujet grammaire fii, ci wàllu semantik moom mooy Agent biy jaay.
Ban jumtukaay mooy leeral jumtukaayi argument yiñ jëfandikoo ci SRL?
PropBank dafay joxe leeral ci jumtukaayi argument predikaat ngir verb yi, muy jumtukaay bu am solo ngir tàggat sistem SRL yi.
naka lañuy faral di jàppee SRL ni jafe-jafe jàngu masin?
Suñu joxee benn predikat, model yi dañuy etiketu token bu nekk ak etiketu ndoorte/ci biir/ci biti ngir màndargaal yaatuwaayu argument bi ak cër bi.
Lan moo waral sistem SRL mëna wax luy 'sensu' ab predikaat?
Verb bu melni 'daw' (doxal ab liggéey wala gaaw) amna ay argument yu wuute, kon dimbiguation sens bi mooy tegtal liggéey bi.