Abinew Ali Ayele
4 papers in the PaperMetrix corpus
Papers by this author
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Exploring Amharic Hate Speech Data Collection and Classification Approaches
2023
In this paper, we present a study of efficient data selection and annotation strategies for Amharic hate speech.We also build various classification models and investigate the challenges of hate speech data selection, annotation, and classification …
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EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
2024 · arXiv (Cornell University)
Large language models (LLMs) have gained popularity recently due to their outstanding performance in various downstream Natural Language Processing (NLP) tasks. However, low-resource languages are still lagging behind current state-of-the-art (SOTA) developments in the field …
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AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
2025
Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Saminu Mohammad Aliyu, Paul Röttger, Abigail Oppong, Andiswa Bukula, Chiamaka Ijeoma Chukwuneke, Ebrahim Chekol Jibril, Elyas Abdi Ismail, Esubalew Alemneh, Hagos …
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The State of Large Language Models for African Languages: Progress and Challenges
2025 · arXiv (Cornell University)
Large Language Models (LLMs) are transforming Natural Language Processing (NLP), but their benefits are largely absent for Africa's 2,000 low-resource languages. This paper comparatively analyzes African language coverage across six LLMs, eight Small Language Models …