Published in Expert Systems with Applications, 2025
Recommended citation: Melkamu Abay Mersha, Mesay Gemeda Yigezu , Atnafu Lambebo Tonja, Hassan Shakil,Samer Iskander, Olga Kolesnikova, Jugal Kalita. 2024. "Explainable AI: XAI-guided context-aware data augmentation." Expert Systems with Applications https://mesay-gemeda.github.io/files/paper35.pdf
Published in Knowledge-Based Systems, 2025
Recommended citation: Melkamu Mersha, Mesay Gemeda Yigezu , Jugal Kalita. 2025. "Evaluating the effectiveness of XAI techniques for encoder-based language models." Knowledge-Based Systems https://mesay-gemeda.github.io/files/paper19.pdf
Published in Journal of Intelligent & Fuzzy Systems, 2024
Recommended citation: Olga Kolesnikova, Mesay Gemeda Yigezu , Alexander Gelbukh, Selam Abitte, Grigori Sidorov. 2024. "Detecting multilingual hate speech targeting immigrants and women on Twitter." Journal of Intelligent & Fuzzy Systems https://mesay-gemeda.github.io/files/paper13.pdf
Published in ACLing 2024: 6th International Conference on AI in Computational Linguistics, 2024
Recommended citation: Melkamu Abay Mershab, Mesay Gemeda Yigezu , Jugal Kalita . 2024. " Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms. " ACLing 2024: 6th International Conference on AI in Computational Linguistics https://mesay-gemeda.github.io/files/paper18.pdf
Published in Journal of Intelligent & Fuzzy Systems, 2024
Recommended citation: Mesay Gemeda Yigezu , Olga Kolesnikova, Alexander Gelbukh, Grigori Sidorov. 2024. "Odio-BERT: Evaluating domain task impact in hate speech detection." Journal of Intelligent & Fuzzy Systems https://mesay-gemeda.github.io/files/paper15.pdf
Published in Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, 2024
Recommended citation: Mesay Gemeda Yigezu , Olga Kolesnikova, Grigori Sidorov, Alexander Gelbukh. 2024. "Habesha@ DravidianLangTech 2024: " Detecting Fake News Detection in Dravidian Languages using Deep Learning. 2024 . " Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages https://mesay-gemeda.github.io/files/paper17.pdf
Published in ACLing 2024: 6th International Conference on AI in Computational Linguistics, 2024
Recommended citation: Mesay Gemeda Yigezu , Melkamu Abay Mershab, Girma Yohannis Bade, Jugal Kalita, Olga Kolesnikova, Alexander Gelbukh . 2024. " Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI. " ACLing 2024: 6th International Conference on AI in Computational Linguistics https://mesay-gemeda.github.io/files/paper16.pdf
Published in LREC-Coling 2024, 2024
Recommended citation: Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu , Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis,Olga Kolesnikova1,Philipp Slusallek, Dietrich Klakow, Shengwu Xiong,Seid Muhie Yimam . 2024. " EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. " LREC-Coling 2024 https://mesay-gemeda.github.io/files/paper14.pdf
Published in Advancement of Science and Technology. ICAST 2023., 2024
Recommended citation: Mesay Gemeda Yigezu , Girma Yohannis Bade, Atnafu Lambebo Tonja, Olga Kolesnikova, Grigori Sidorov, Alexander Gelbukh. 2024. "Bilingual Word-Level Language Identification for Omotic Languages.2023." Advancement of Science and Technology. ICAST 2023) https://mesay-gemeda.github.io/files/paper21.pdf
Published in AfricaNLP workshop at ICLR2023, 2023
Recommended citation: David Ifeoluwa Adelani et al. 2023. "MASAKHANEWS: NEWS TOPIC CLASSIFICATION FOR AFRICAN LANGUAGES." AfricaNLP workshop at ICLR2023 https://mesay-gemeda.github.io/files/paper7.pdf
Published in 2023 International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 2023
Recommended citation: Mesay Gemeda Yigezu , Moges Ahmed Mehamed, Olga Kolesnikova, Tadesse Kebede Guge, Alexander Gelbukh, Grigori Sidorov . 2023. " Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media. " 2023 International Conference on Information and Communication Technology for Development for Africa (ICT4DA) https://mesay-gemeda.github.io/files/paper11.pdf
Published in IberLEF 2023, September 2023, Jaén, Spain, 2023
Recommended citation: Yigezu, M. G., Bade, G. Y., Kolesnikova, O., Sidorov, G., & Gelbukh, A. (2023). Multilingual Hope Speech Detection using Machine Learning. http://mesay-gemeda.github.io/files/paper9.pdf
Published in IberLEF 2023, September 2023, Jaén, Spain, 2023
Recommended citation: Yigezu, M. G., Kolesnikova, O., Sidorov, G., & Gelbukh, A. (2023). Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification. http://mesay-gemeda.github.io/files/paper10.pdf
Published in Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages, 2023
Recommended citation: Mesay Gemeda Yigezu , Selam Kanta, Olga Kolesnikova, Grigori Sidorov, Alexander Gelbukh. 2023. "Habesha@ dravidianlangtech: Abusive comment detection using deep learning approach." Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages https://mesay-gemeda.github.io/files/paper20.pdf
Published in Innovations in Machine and Deep Learning: Case Studies and Applications, 2023
Recommended citation: Kolesnikova, O., Yigezu, M. G., Tonja, A. L., Woldeyohannis, M. M., Sidorov, G., & Gelbukh, A. (2023). Ginger Disease Detection Using a Computer Vision Pre-trained Model. In Innovations in Machine and Deep Learning: Case Studies and Applications (pp. 419-432). Cham: Springer Nature Switzerland. https://mesay-gemeda.github.io/files/paper8.pdf
Published in Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages, 2023
Recommended citation: Mesay Gemeda Yigezu , Selam Kanta, Olga Kolesnikova, Grigori Sidorov, Alexander Gelbukh. 2023. "Habesha@ dravidianlangtech: Abusive comment detection using deep learning approach." Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages https://mesay-gemeda.github.io/files/paper12.pdf
Published in Proceedings of the 19th International Conference on Natural Language Processing (ICON), 2022
Recommended citation: Atnafu Lambebo Tonja, Mesay Gemeda Yigezu, Olga Kolesnikova, Moein Shahiki Tash, Grigori Sidorov, Alexander Gelbukh. 2022. "Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts." Proceedings of the 19th International Conference on Natural Language Processing (ICON) https://mesay-gemeda.github.io/files/paper4.pdf
Published in Proceedings of the 19th International Conference on Natural Language Processing (ICON), 2022
Recommended citation: M. Shahiki Tash, Z. Ahani, A.l. Tonja, M. Gemeda, N. Hussain, O. Kolesnikova. 2022. "Word Level Language Identification in Code-mixed Kannada-English Texts using traditional machine learning algorithm." Proceedings of the 19th International Conference on Natural Language Processing (ICON) https://mesay-gemeda.github.io/files/paper6.pdf
Published in Proceedings of the 19th International Conference on Natural Language Processing (ICON), 2022
Recommended citation: Mesay Gemeda Yigezu , Atnafu Lambebo Tonja, Olga Kolesnikova, Moein Shahiki Tash, Grigori Sidorov, Alexander Gelbukh. 2022. "Word Level Language Identification in Code-mixed Kannada-English Texts using Deep Learning Approach." Proceedings of the 19th International Conference on Natural Language Processing (ICON) https://mesay-gemeda.github.io/files/paper5.pdf
Published in International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 2021
Recommended citation: Atnafu Lambebo Tonja, Michael Melese Woldeyohannis, Mesay Gemeda Yigezu. 2021. "A parallel corpora for bi-directional neural machine translation for low resourced ethiopian languages." International Conference on Information and Communication Technology for Development for Africa (ICT4DA) http://mesay-gemeda.github.io/files/paper3.pdf
Published in International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 2021
Recommended citation: Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja. 2021. "Multilingual neural machine translation for low resourced languages: Ometo-english." 2021 International Conference on Information and Communication Technology for Development for Africa (ICT4DA) http://mesay-gemeda.github.io/files/paper2.pdf
Published in International Conference, ICAST 2021, 2021
Recommended citation: Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja. 2021. "Early Ginger Disease Detection Using Deep Learning Approach." Advances of Science and Technology: 9th EAI International Conference, ICAST 2021,Springer International Publishing, 2022. http://mesay-gemeda.github.io/files/paper1.pdf