Low-resource, high-impact: Modern NLP solutions for under-resourced languages

Evgeniya Sukhodolskaya, Data Advocate, Toloka
None of the languages are equal until all of the languages are. In this session, we'll consider low-resourced languages and their significance in NLP, outlining the unique challenges that low-resourced NLP faces. We will examine a current state of a field; discuss the effectiveness of LLMs and the risks they entail, juxtaposing this in the context of languages other than English. We'll propose innovative approaches to tackle modern low-resourced NLP challenges based on harnessing the power of crowdsourcing.
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