Neural Polysynthetic Language Modelling

11 May 2020Lane SchwartzFrancis TyersLori LevinChristo KirovPatrick LittellChi-kiu LoEmily Prud'hommeauxHyunji Hayley ParkKenneth SteimelRebecca KnowlesJeffrey MicherLonny StrunkHan LiuColeman HaleyKatherine J. ZhangRobbie JimmersonVasilisa AndriyanetsAldrian Obaja MuisNaoki OtaniJong Hyuk ParkZhisong Zhang

Research in natural language processing commonly assumes that approaches that work well for English and and other widely-used languages are "language agnostic". In high-resource languages, especially those that are analytic, a common approach is to treat morphologically-distinct variants of a common root as completely independent word types... (read more)

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