Diversity and language technology: how language modeling bias causes epistemic injustice
Paula Helm,
Gábor Bella,
Gertraud Koch
et al.
Abstract:It is well known that AI-based language technology—large language models, machine translation systems, multilingual dictionaries, and corpora—is currently limited to three percent of the world’s most widely spoken, financially and politically backed languages. In response, recent efforts have sought to address the “digital language divide” by extending the reach of large language models to “underserved languages.” We show how some of these efforts tend to produce flawed solutions that adhere to a hard-wired re… Show more
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