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Seacrowd A Multilingual Multimodal Data Hub And Benchmark Suite For Southeast Asian Languages 2024 06 14

Source
cohere.com
Author
Cohere
Date

Context

SEACrowd brings Southeast Asian language resources into a standardized collection spanning text, images, and audio. The paper's research summary, listed on Cohere's research pages, describes resources covering nearly 1,000 languages and a evaluating 36 indigenous languages across 13 tasks.

Those numbers describe different kinds of coverage. The larger collection supplies research material; the narrower benchmark defines where the reported model took place. The summary supports using SEACrowd to broaden language research and testing, without implying that models have been assessed in every language represented in the collection.

Terms in this piece · Glossary
  • benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
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