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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
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
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
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
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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