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Sokhar Samb

2 accepted papers

2025

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages

ACL 2025long

Slot-filling and intent detection are well-established tasks in Conversational AI. However, current large-scale benchmarks for these tasks often exclude evaluations of low-resource languages and rely on translations from English benchmarks, thereby predominantly reflecting Western-centric concepts.…

Cited by 0SourcePDFScholar
2025

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

NAACL 2025long

Despite the widespread adoption of Large language models (LLMs), their remarkable capabilities remain limited to a few high-resource languages. Additionally, many low-resource languages (e.g. African languages) are often evaluated only on basic text classification tasks due to the lack of appropriat…