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研究了大语言模型在豪萨语等低资源语言中的安全对齐问题，提出HausaSafeLM安全偏好数据集，并发现仅靠拒绝率指标无法可靠衡量低资源语言中的模型安全性。
This survey catalogs publicly available text and speech resources for Hausa and Fongbe, two West African languages, assessing availability, quality, and gaps for NLP development, and providing task-specific recommendations.