Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers

15 Feb 2021 • Liina Repo • Valtteri Skantsi • Samuel Rönnqvist • Saara Hellström • Miika Oinonen • Anna Salmela • Douglas Biber • Jesse Egbert • Sampo Pyysalo • Veronika Laippala

We explore cross-lingual transfer of register classification for web documents. Registers, that is, text varieties such as blogs or news are one of the primary predictors of linguistic variation and thus affect the automatic processing of language... (read more)

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