Mesay Gemeda Yigezu

According to our database, Mesay Gemeda Yigezu authored at least 22 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Odio-BERT: Evaluating domain task impact in hate speech detection.

Mesay Gemeda Yigezu, Olga Kolesnikova, Alexander F. Gelbukh, Grigori Sidorov

J. Intell. Fuzzy Syst., 2026

Detecting multilingual hate speech targeting immigrants and women on Twitter.

Olga Kolesnikova, Mesay Gemeda Yigezu, Alexander F. Gelbukh, Selam Abitte, Grigori Sidorov

J. Intell. Fuzzy Syst., 2026

2025

Bilingual Word Level Language Identification for Omotic Languages.

Mesay Gemeda Yigezu, Girma Yohannis Bade, Atnafu Lambebo Tonja, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh

CoRR, September, 2025

A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs.

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Hassan Shakil, Ali Al shami, SangHyun Byun, Jugal Kalita

CoRR, March, 2025

Evaluating the effectiveness of XAI techniques for encoder-based language models.

Melkamu Mersha, Mesay Gemeda Yigezu, Jugal Kalita

Knowl. Based Syst., 2025

Explainable AI: XAI-guided context-aware data augmentation.

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Atnafu Lambebo Tonja, Hassan Shakil, Samer Iskander, Olga Kolesnikova, Jugal Kalita

Expert Syst. Appl., 2025

Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data.

Girma Yohannis Bade, Olga Kolesnikova, José Luis Oropeza, Grigori Sidorov, Mesay Gemeda Yigezu

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.

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 Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

CoRR, 2024

Extractive Text Summarization for Wolaytta Language Using Recurrent Neural Network.

Eyobed Birhanu Paulos, Michael Melese Woldeyohannis, Biniyam Sime Dana, Seiyfedin Mohammed Yesuf, Mesay Gemeda Yigezu

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2024

Design and Develop Automatic Parts of Speech Tagger for Siltigna Language.

Biniyam Sime Dana, Michael Melese Woldeyohannis, Seiyfedin Mohammed Yesuf, Eyobed Birhanu Paulos, Mesay Gemeda Yigezu

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.

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 Kolesnikova, Philipp Slusallek, Dietrich Klakow, Seid Muhie Yimam

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI.

Mesay Gemeda Yigezu, Melkamu Abay Mersha, Girma Yohannis Bade, Jugal Kalita, Olga Kolesnikova, Alexander F. Gelbukh

Proceedings of the 6th International Conference on AI in Computational Linguistics, 2024

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms.

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kalita

Proceedings of the 6th International Conference on AI in Computational Linguistics, 2024

2023

MasakhaNEWS: News Topic Classification for African languages.

David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba Oluwadara Alabi, Atnafu Lambebo Tonja, Christine Mwase, Odunayo Ogundepo, Bonaventure F. P. Dossou, Akintunde Oladipo, Doreen Nixdorf, Chris Chinenye Emezue, Sana Sabah Al-Azzawi, Blessing K. Sibanda, Davis David, Lolwethu Ndolela, Jonathan Mukiibi, Tunde Oluwaseyi Ajayi, Tatiana Moteu Ngoli, Brian Odhiambo, Abraham Toluwase Owodunni, Nnaemeka C. Obiefuna, Shamsuddeen Hassan Muhammad, Saheed Abdullahi Salahudeen, Mesay Gemeda Yigezu, Tajuddeen Gwadabe, Idris Abdulmumin, Mahlet Taye Bame, Oluwabusayo Olufunke Awoyomi, Iyanuoluwa Shode, Tolulope Anu Adelani, Habiba Abdulganiy Kailani, Abdul-Hakeem Omotayo, Adetola Adeeko, Afolabi Abeeb, Aremu Anuoluwapo, Samuel Olanrewaju, Clemencia Siro, Wangari Kimotho, Onyekachi Raphael Ogbu, Chinedu E. Mbonu, Chiamaka Chukwuneke, Samuel Fanijo, Jessica Ojo, Oyinkansola Awosan, Tadesse Kebede Guge, Sakayo Toadoum Sari, Pamela Nyatsine, Freedmore Sidume, Oreen Yousuf, Mardiyyah Oduwole, Ussen Kimanuka, Kanda Patrick Tshinu, Thina Diko, Siyanda Nxakama, Abdulmejid Tuni Johar, Sinodos Gebre, Muhidin Mohamed, Shafie Abdi Mohamed, Fuad Mire Hassan, Moges Ahmed Mehamed, Evrard Ngabire, Pontus Stenetorp

CoRR, 2023

Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification.

Mesay Gemeda Yigezu, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Multilingual Hope Speech Detection using Machine Learning.

Mesay Gemeda Yigezu, Girma Yohannis Bade, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

MasakhaNEWS: News Topic Classification for African languages.

David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba O. Alabi, Atnafu Lambebo Tonja, Christine Mwase, Odunayo Ogundepo, Bonaventure F. P. Dossou, Akintunde Oladipo, Doreen Nixdorf, Chris Chinenye Emezue, Sana Sabah Al-Azzawi, Blessing K. Sibanda, Davis David, Lolwethu Ndolela, Jonathan Mukiibi, Tunde Ajayi, Tatiana Moteu Ngoli, Brian Odhiambo, Abraham Toluwase Owodunni, Nnaemeka C. Obiefuna, Muhidin Mohamed, Shamsuddeen Hassan Muhammad, Teshome Mulugeta Ababu, Saheed Abdullahi Salahudeen, Mesay Gemeda Yigezu, Tajuddeen Gwadabe, Idris Abdulmumin, Mahlet Taye Bame, Oluwabusayo Olufunke Awoyomi, Iyanuoluwa Shode, Tolulope Anu Adelani, Habiba Abdulganiyu, Abdul-Hakeem Omotayo, Adetola Adeeko, Afolabi Abeeb, Aremu Anuoluwapo, Samuel Olanrewaju, Clemencia Siro, Wangari Kimotho, Onyekachi Raphael Ogbu, Chinedu E. Mbonu, Chiamaka Chukwuneke, Samuel Fanijo, Jessica Ojo, Oyinkansola Awosan, Tadesse Kebede Guge, Sakayo Toadoum Sari, Pamela Nyatsine, Freedmore Sidume, Oreen Yousuf, Mardiyyah Oduwole, Kanda Patrick Tshinu, Ussen Kimanuka, Thina Diko, Siyanda Nxakama, Sinodos G. Nugussie, Abdulmejid Tuni Johar, Shafie Abdi Mohamed, Fuad Mire Hassan, Moges Ahmed Mehamed, Evrard Ngabire, Jules Jules, Ivan Ssenkungu, Pontus Stenetorp

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media.

Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Olga Kolesnikova, Tadesse Kebede Guge, Alexander F. Gelbukh, Grigori Sidorov

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2023

2022

Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts.

Atnafu Lambebo Tonja, Mesay Gemeda Yigezu, Olga Kolesnikova, Moein Shahiki Tash, Grigori Sidorov, Alexander F. Gelbukh

CoRR, 2022

2021

Multilingual Neural Machine Translation for Low Resourced Languages: Ometo-English.

Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2021

A Parallel Corpora for bi-directional Neural Machine Translation for Low Resourced Ethiopian Languages.

Atnafu Lambebo Tonja, Michael Melese Woldeyohannis, Mesay Gemeda Yigezu

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2021

Early Ginger Disease Detection Using Deep Learning Approach.

Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja

Proceedings of the Advances of Science and Technology - 9th EAI International Conference, 2021