Dayo Referansi
Coreference resolution mooy xam ndax ay baat yu wuute ci benn mbind dañuy wax ci benn mbir, lu ci melni lëkkale "moom" wala "CEO" ak "Maria." Am yelleef boobu lu am solo la ngir masin yi xam bu baax kan ak li benn passage di wax.
Plongeur bu xóot
Làkku nit dafa fees dell ak yoon yu gàtt. Danuy wax kenn ci turam, ba noppi nu woo ko "moom", "moom", "ñu", "doktër bi," wala "jigéen ji" ci biir waxtaan wi yépp. Coreference resolution mooy liggéeyu NLP biy boole mbir yooyu yépp yuy wane benn entite ci àdduna bi ci ay cluster. Dafay jàppale pronoun yi (ñu leen di woowe anaphora), ak itam boole ay mbind yu wuute yuy màndargaal benn mbir. Loolu dafa am solo ndax sistem yi ci suuf, lu ci melni tontu laaj, tënk, ak tekki, dañuy joxe njariñ yu dul dëgg sudee mënu ñu wax ni "mu" dafay wax ci liggéeyukaay bi te du ci produit bi. Li gëna am solo mooy Winograd schema, fu benn baat rek di soppi lu muy tekki: ci "Trophy bi mënul duggu ci valise bi ndax dafa yaatuwoon lool," ngir xam ndax "mooy" trophy bi wala valise bi dafay laaj xalaat bu dëggu, du grammer rek.
Gis-gis xarala
Sistemu coreference yi dañuy njëkka gis li kàndidaa yi wax (tur yi, mbindu tur yi, pronoun yi), ginaaw ga ñu tànn li ñuy wax ci co-reference bi. Modèle neuronal yu am doole yu melni jegewaale span-ranking end-to-end dañuy poñ ñaari span mbind ba noppi lëkkale bu nekk ci ñoom ak antecedent bi gëna am solo, ñu defar ay clusters. Man-man yi bokkuna ci diggante waxtaan yi, déggoo ci genre ak nimero, ak ëmbiit yu bawoo ci xeetu transformatër yiy jàpp luñuy tekki. Winograd schema challenge dafay wane li waral grammar kese du mëna jàpp: yenn lëkkalekaay yi dañuy laaj xam-xam àdduna, lu melni xam mbir yu rëy mënu ñu dugg ci ay konteneer yu ndaw.
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 dogal bu Coreference
Modèlu làkk yu mag yi leegi dañuy jëfandikoo coreference yu bari ci anam wu nëbbu, di saafara pronoun yi ni produit bu bawoo ci li ñuy jàng, loolu taxna dig bi dox diggante coreference bi nekk liggéey bu wéet ak bokk ci xam-xam bu ëpp solo. Gëstu dafay puus ci mbir yu gëna tar: këyitu dokimaa yu gudd, waxtaan yu bari, cross-document coreference (benn nit ci xët yu bari), ak jekkal làkk yu bari fu sàrti pronoun wuute. Xaarandi coreference ngir des diagnostic bu am njariñ ci xam-xam bu dëggu ak xalaat, ak ingredient bu dal waaye am solo ci resumé bu jaar yoon, seet, ak tabax xam-xam.
Doxal ci àdduna dëgg
ab resumé buy topp bu baax ni "senator bi", "moom" ak "soxna Lee" benn nit rek lañu suko defee resumé bi nekk bu dëggu
Sistemu tekki làkku masin buy tànn pronoun gender bu dëggu bi ci xool kan la 'ñu' di wax ci njëkk ci tegtal bi
Sistemu tontub laaj bu lëkkale "liggéeyukaay bi" ak "moom" ci liggéeyukaay bi war ngir tontu laaj bi ci anam wu jaar yoon
Tabax ab graf xam-xam ci xëti xibaar ci boole ay mbir yu melni "Apple," "giant technologique bi," ak "defarkatu iPhone bi" ci benn entite
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
Dayo LaMa-Peinture bu dëgër
Laaj yi ñuy faral di laaj
What is Coreference Resolution?
Coreference resolution mooy xam ndax ay baat yu wuute ci benn mbind dañuy wax ci benn mbir, lu ci melni lëkkale "moom" wala "CEO" ak "Maria." Am yelleef boobu lu am solo la ngir masin yi xam bu baax kan ak li benn passage di wax.
Luy dayo coreférence?
Coreference groupes resolution wax, lu melni tur, tegtal, ak pronoun, ñoom ñépp dañuy joxoñ benn entite ci àdduna bi ci benn cluster.
Ci tegtal bii di "Maria woo na rakkam bu jigéen ndax daf ko namm," saafara pronoun "moom" misaalu lan la?
Liggéeyukaay ab pronoun ak tur wi muy wax ñu ngi koy woowe dayo anaphora, muy lu am solo ci dayo coreference.
Lan moo waral frase bii di "Trophy bi dugguwul ci valise bi ndax dafa yaatuwoon lool" nekk valise bu dëgër bu yàgg (schema Winograd)?
'Trophy' ak 'valise' ñoom ñaar ay antecedent yu baax lañu ci wàllu grammaire ngir 'it'; Tanneef bu jaar yoon fàww nga xam ni lu rëy lool du mëna ànd, te loolu mooy xam-xam àdduna.
Lan moo waral dogal coreference am solo ci liggéey yu melni résumé ak tontu laaj?
Sudee sistem bi mënul wax ni 'dafa' tekki liggéeyukaay bi moo gën produit bi, tontu yi ci suuf ak resumé yi mën nañu juum ci dëgg.
naka lay def ba xeetu coreference neuronal yu bees yi di doxee ci niveau bu kawe?
Modèle neuronal yu span-ranking dañuy xàmmee kàddu yiñ wax ci kàndidaa yi, ba noppi ñu lëkkale bu nekk ak antecedent bi gëna am wërsëg, tabax ay kuréel yuy wax ci co-reference.