Inference ak Entailment ci làkk wiñ nàmp
Inference làkk wiñ nàmp dafay laaj ndax benn frase mingi topp beneen frase ci anam wu logic.
Résumé
Test la bu am solo ngir xam ndax model yi xam nañu luñuy tekki, du ñuy méngale kàddu yi kese.
Plongeur bu xóot
Inference language naturelle (NLI), ñu koy woowe itam xàmmee entailment texte, dafay jox model bi ab premise ak ab hypothèse ba noppi laaj benn ci ñatti etiket yi: entailment (hypothèse bi dafa wara dëgg ndax premise bi), contradiction (dafa wara nekk njuumte), wala neutral (mën na nekk benn ci ñoom). Ci misaal, premise 'Ku góor ki mingi jouer gitaar ci kaw seen bi' dafay tekki 'Nit ku nekk di jouer music,' dafay weddi 'Seen bi amul kenn,' te amul benn boor ci 'Nit ñi bëgg nañu way wi.' Done yiñ jëfandikoo ngir méngale ay done yu melni SNLI ak MultiNLI dañuy denc téemeeri junniy peer yuñ etikete nit. NLI dafay jàppale saytu dëgg, tontu laaj ak saytu ci lu gàtt. Benn ci fiir yiñ xam mooy model yi mën nañu jëfandikoo 'artifacts' yu done yi - ay siñaal yu gàtt yu melni baat 'deet' di siñaale werante - moo gën ñu xalaat ci luñuy tekki.
Gis-gis xarala
Sistem NLI yu bees yi dañuy kode premise bi ak hypothèse bi boole ci transformateur bu melni BERT wala RoBERTa, di dundal ñaari santaane yi ñu tàqale ci benn token bu amul fenn, ba noppi ñu xaaj représentasioŋ biñ boole ci entailment, contradiction, wala neutral. Cross-attention dafay tax baat bu nekk ci hypothèse bi bàyyi xel ci baatu premise bi, jàpp lëkkaloo yu melni negation, quantifiers ak synonimie. Taggat dafay wàññi entropi cross-perte ci ñatti etiketu corpus yu yaatu yuñ bind.
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 làkk wiñ wax ak limu ciy tekki
NLI dañu koy gëna jëfandikoo ni bloku tabax moo gën liggéey bu mujj: dafay may doole gis hallucination otomatik, fu ñuy saytu ab reklamaasioŋ buñ defar ngir entailment ci këyitu source yi, ak sistem yuñ yokk ci seet. Gëstukat yi ñu ngi puus ngir am ay référence yu gëna dëgër, yu wuute ak làkk yu bari yuy baña jëfandikoo artfact yu gàtt, ak ci inference buñu mëna leeral buy wane ban baat mooy gëna dëggal benn etiket. Xaarandi saytu entailment yiñ samp ci biir gasoduk xool LLM.
Doxal ci àdduna dëgg
Sistem yiy saytu ndax firndé yu wóor yi dañu ànd ak dëgg
Gis gis-gis yu jaarul yoon ci saytu sudee ab tënk buñ defar mingi aju ci xët wiñ ko jëlee
Yokkatal seetlu ak QA ci firndeel tontub kàndidaa ci anam wu logic topp ci benn passage
Seggal waxtaan yu wuute ci base de connaissance ak ci pipeline yu bari dokimaa
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
Perplexity ak làkk
Laaj yi ñuy faral di laaj
Luy Inférens ak Entailment ci làkk wiñ nàmp?
Inference làkk wiñ nàmp dafay laaj ndax benn frase mingi topp beneen frase ci anam wu logic. Test la bu am solo ngir xam ndax model yi xam nañu luñuy tekki, du ñuy méngale kàddu yi kese.
Lan mooy ñatti etiket yiñ miin ci wàllu làkk wiñ nàmp?
NLI dafay xaaj premise-hypothèse ni entailment, werante, wala neutral.
Ci NLI, luy 'jëfandikoo'?
Entailment mooy premise bi dafay garanti dëgg gi ci hypothèse bi.
Buñu sukkandikoo ci premise bii di 'Ku góor kuy jouer gitaar ci kaw seen bi,' ban hypothèse mooy réer?
Sudee góor gi dafay jouer gitaar ci kaw seen bi, seen bi mënul nekk amul kenn, kon hypothèse bi dafay werante ak premise bi.
Luy jafe-jafe 'artefact dataset' ci NLI?
Artefakt ay motif yu baaxul lañu, lu melni kàddu yuy weddi yuy màndargaal werante, loolu mooy tax model yi di xalaat etiket yi te duñu ci xam.
Yan done lañu gëna jëfandikoo ngir tàggat ak jàngat NLI?
SNLI ak MultiNLI corpus yu mag lañu yu nit ñi defar ngir jàngat làkk wiñ nàmp.