<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis"^^ . "We present the findings of SemEval-2023 Task 12, a shared task on sentiment analysis for low-resource African languages using Twitter dataset. The task featured three subtasks; subtask A is monolingual sentiment classification with 12 tracks which are all monolingual languages, subtask B is multilingual sentiment classification using the tracks in subtask A and subtask C is a zero-shot sentiment classification. We present the results and findings of subtask A, subtask B and subtask C. We also release the code on github. Our goal is to leverage low-resource tweet data using pretrained Afro-xlmr-large, AfriBERTa-Large, Bert-base-arabic-camelbert-da-sentiment (Arabic-camelbert), Multilingual-BERT (mBERT) and BERT models for sentiment analysis of 14 African languages. The datasets for these subtasks consists of a gold standard multi-class labeled Twitter datasets from these languages. Our results demonstrate that Afroxlmr-large model performed better compared to the other models in most of the languages datasets. Similarly, Nigerian languages: Hausa, Igbo, and Yoruba achieved better performance compared to other languages and this can be attributed to the higher volume of data present in the languages. © 2023 Association for Computational Linguistics."^^ . "2023" . . "Association for Computational Linguistics"^^ . . "Association for Computational Linguistics"^^ . . . "17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop"^^ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "A."^^ . "Yusuf"^^ . "A. Yusuf"^^ . . "N.B."^^ . "Rabiu"^^ . "N.B. Rabiu"^^ . . "S.A."^^ . "Muaz"^^ . "S.A. Muaz"^^ . . "A."^^ . "Abdullahi"^^ . "A. Abdullahi"^^ . . "A.R."^^ . "Shuaibu"^^ . "A.R. Shuaibu"^^ . . "M.S."^^ . "Gadanya"^^ . "M.S. Gadanya"^^ . . "S.U."^^ . "Adamu"^^ . "S.U. Adamu"^^ . . "S.M."^^ . "Aliyu"^^ . "S.M. Aliyu"^^ . . "S.A."^^ . "Salahudeen"^^ . "S.A. Salahudeen"^^ . . "A.Y."^^ . "Jamoh"^^ . "A.Y. Jamoh"^^ . . "M."^^ . "Bello"^^ . "M. Bello"^^ . . "M.S."^^ . "Ahmad"^^ . "M.S. Ahmad"^^ . . "A.A."^^ . "Imam"^^ . "A.A. Imam"^^ . . "A.M."^^ . "Wali"^^ . "A.M. Wali"^^ . . "F.I."^^ . "Lawan"^^ . "F.I. Lawan"^^ . . . . . "HTML Summary of #19282 \n\nHausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis\n\n" . "text/html" . .