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portfolio
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publications
Early Ginger Disease Detection Using Deep Learning Approach Permalink
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
Multilingual neural machine translation for low resourced languages: Ometo-english Permalink
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
A parallel corpora for bi-directional neural machine translation for low resourced ethiopian languages Permalink
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
Word Level Language Identification in Code-mixed Kannada-English Texts using Deep Learning Approach Permalink
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
Word Level Language Identification in Code-mixed Kannada-English Texts using traditional machine learning algorithms Permalink
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
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts Permalink
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
Abusive Comment Detection using Deep Learning Approach Permalink
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
Ginger Disease Detection Using a Computer Vision Pre-trained Model Permalink
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
Habesha@ dravidianlangtech: Abusive comment detection using deep learning approach Permalink
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
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification Permalink
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
Multilingual Hope Speech Detection using Machine Learning Permalink
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
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media Permalink
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
MASAKHANEWS: NEWS TOPIC CLASSIFICATION FOR AFRICAN LANGUAGES Permalink
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
Bilingual Word-Level Language Identification for Omotic Languages Permalink
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
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation Permalink
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
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI Permalink
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
Detecting Fake News Detection in Dravidian Languages using Deep Learning Permalink
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
Odio-BERT: Evaluating domain task impact in hate speech detection Permalink
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
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms Permalink
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
Detecting multilingual hate speech targeting immigrants and women on Twitter Permalink
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
Evaluating the effectiveness of XAI techniques for encoder-based language models Permalink
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
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.