M. Yigezu

Most-cited papers

MasakhaNEWS: News Topic Classification for African languages
David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba Oluwadara Alabi +61 more
2023International Joint Conference on Natural Language Processing55 citations Open access
Semantic Scholar
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms
Melkamu Abay Mersha, M. Yigezu, Jugal K. Kalita
2024International Conference on Arabic Computational Linguistics51 citations Open access
Semantic Scholar
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts
A. Tonja, M. Yigezu, O. Kolesnikova, M. Tash +2 more
2022ICON29 citations Open access
Semantic Scholar
Evaluating the effectiveness of XAI techniques for encoder-based language models
Melkamu Abay Mersha, M. Yigezu, Jugal K. Kalita
2025Knowledge-Based Systems26 citations Open access
Semantic Scholar
Explainable AI: XAI-guided context-aware data augmentation
Melkamu Abay Mersha, M. Yigezu, A. Tonja, Hassan Shakil +3 more
2025Expert systems with applications23 citations Open access
Semantic Scholar
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
A. Tonja, Israel Abebe Azime, Tadesse Destaw Belay, M. Yigezu +9 more
2024International Conference on Language Resources and Evaluation21 citations
Semantic Scholar
Multilingual Neural Machine Translation for Low Resourced Languages: Ometo-English
M. Yigezu, M. M. Woldeyohannis, A. Tonja
2021EAI International Conference on ICT for Development for Africa18 citations
Semantic Scholar
Early Ginger Disease Detection Using Deep Learning Approach
M. Yigezu, M. M. Woldeyohannis, A. Tonja
2021International Conference on Awareness Science and Technology17 citations
Semantic Scholar
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI
M. Yigezu, Melkamu Abay Mersha, G. Bade, Jugal K. Kalita +2 more
2024International Conference on Arabic Computational Linguistics15 citations Open access
Semantic Scholar
Multilingual Hope Speech Detection using Machine Learning
M. Yigezu, G. Bade, O. Kolesnikova, G. Sidorov +1 more
2023IberLEF@SEPLN15 citations
Semantic Scholar
A Parallel Corpora for bi-directional Neural Machine Translation for Low Resourced Ethiopian Languages
A. Tonja, M. M. Woldeyohannis, M. Yigezu
2021EAI International Conference on ICT for Development for Africa13 citations
Semantic Scholar
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs
Melkamu Abay Mersha, M. Yigezu, Hassan Shakil, Ali K. AlShami +2 more
2025arXiv.org11 citations
Semantic Scholar
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification
M. Yigezu, O. Kolesnikova, G. Sidorov, A. Gelbukh
2023IberLEF@SEPLN11 citations
Semantic Scholar
Detecting multilingual hate speech targeting immigrants and women on Twitter
O. Kolesnikova, M. Yigezu, A. Gelbukh, Selam Abitte +1 more
2024Journal of Intelligent & Fuzzy Systems9 citations
Semantic Scholar
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media
M. Yigezu, Moges Ahmed Mehamed, O. Kolesnikova, Tadesse Kebede Guge +2 more
2023EAI International Conference on ICT for Development for Africa9 citations
Semantic Scholar
Odio-BERT: Evaluating domain task impact in hate speech detection
M. Yigezu, O. Kolesnikova, A. Gelbukh, G. Sidorov
2024Journal of Intelligent & Fuzzy Systems6 citations
Semantic Scholar
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning
M. Yigezu, O. Kolesnikova, G. Sidorov, A. Gelbukh
2024DRAVIDIANLANGTECH5 citations Open access
Semantic Scholar
Bilingual Word Level Language Identification for Omotic Languages
M. Yigezu, G. Bade, A. Tonja, O. Kolesnikova +2 more
2025arXiv.org4 citations
Semantic Scholar
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data
G. Bade, O. Kolesnikova, José Luis Oropeza, G. Sidorov +1 more
2025SemEval@ACL2 citations
Semantic Scholar
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media
M. Yigezu, Moges Ahmed Mehamed, O. Kolesnikova, Tadesse Kebede +2 more
2025Social Science Research Network0 citations Open access
Semantic Scholar
Design and Develop Automatic Parts of Speech Tagger for Siltigna Language
Biniyam Sime Dana, M. M. Woldeyohannis, Seiyfedin Mohammed Yesuf, Eyobed Birhanu Paulos +1 more
2024EAI International Conference on ICT for Development for Africa0 citations
Semantic Scholar
Extractive Text Summarization for Wolaytta Language Using Recurrent Neural Network
Eyobed Birhanu Paulos, M. M. Woldeyohannis, Biniyam Sime Dana, Seiyfedin Mohammed Yesuf +1 more
2024EAI International Conference on ICT for Development for Africa0 citations
Semantic Scholar