XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
Sebastian Ruder,
Jonathan Clark,
Alexander Gutkin
et al.
Abstract:Data scarcity is a crucial issue for the development of highly multilingual NLP systems. Yet for many under-represented languages (ULs)-languages for which NLP research is particularly far behind in meeting user needsit is feasible to annotate small amounts of data. Motivated by this, we propose XTREME-UP, a benchmark defined by: its focus on the scarcedata scenario rather than zero-shot; its focus on user-centric tasks-tasks with broad adoption by speakers of high-resource languages; and its focus on under-re… Show more
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