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ORCIDMesay Gemeda Yigezu
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2020 – today
- 2026
[j4]Mesay Gemeda Yigezu, Olga Kolesnikova, Alexander F. Gelbukh, Grigori Sidorov:
Odio-BERT: Evaluating domain task impact in hate speech detection. J. Intell. Fuzzy Syst. 50(2): 336-347 (2026)- [j3]Olga Kolesnikova, Mesay Gemeda Yigezu, Alexander F. Gelbukh, Selam Abitte, Grigori Sidorov:
Detecting multilingual hate speech targeting immigrants and women on Twitter. J. Intell. Fuzzy Syst. 50(2): 348-357 (2026) - 2025
- [j2]Melkamu Abay Mersha
, Mesay Gemeda Yigezu, Atnafu Lambebo Tonja, Hassan Shakil, Samer Iskander, Olga Kolesnikova, Jugal Kalita:
Explainable AI: XAI-guided context-aware data augmentation. Expert Syst. Appl. 289: 128364 (2025) - [j1]Melkamu Mersha, Mesay Gemeda Yigezu, Jugal Kalita:
Evaluating the effectiveness of XAI techniques for encoder-based language models. Knowl. Based Syst. 310: 113042 (2025) - [c13]Girma Yohannis Bade, Olga Kolesnikova, José Luis Oropeza, Grigori Sidorov, Mesay Gemeda Yigezu:
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data. SemEval@ACL 2025: 1406-1410 - [i9]Melkamu Mersha, Mesay Gemeda Yigezu, Jugal Kalita:
Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models. CoRR abs/2501.15374 (2025) - [i8]Melkamu Abay Mersha, Mesay Gemeda Yigezu, Hassan Shakil, Ali Al shami, SangHyun Byun, Jugal Kalita:
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs. CoRR abs/2503.05050 (2025) - [i7]Melkamu Abay Mersha, Mesay Gemeda Yigezu, Atnafu Lambebo Tonja, Hassan Shakil, Samer Iskander, Olga Kolesnikova, Jugal Kalita:
Explainable AI: XAI-Guided Context-Aware Data Augmentation. CoRR abs/2506.03484 (2025) - [i6]Mesay Gemeda Yigezu, Girma Yohannis Bade, Atnafu Lambebo Tonja, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
Bilingual Word Level Language Identification for Omotic Languages. CoRR abs/2509.07998 (2025) - 2024
- [c12]Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kalita:
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms. ACLING 2024: 121-132 - [c11]Mesay Gemeda Yigezu, Melkamu Abay Mersha, Girma Yohannis Bade, Jugal Kalita, Olga Kolesnikova, Alexander F. Gelbukh:
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI. ACLING 2024: 133-142 - [c10]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:
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. LREC/COLING 2024: 6341-6352 - [c9]Eyobed Birhanu Paulos, Michael Melese Woldeyohannis, Biniyam Sime Dana, Seiyfedin Mohammed Yesuf, Mesay Gemeda Yigezu:
Extractive Text Summarization for Wolaytta Language Using Recurrent Neural Network. ICT4DA 2024: 217-222 - [c8]Biniyam Sime Dana, Michael Melese Woldeyohannis, Seiyfedin Mohammed Yesuf, Eyobed Birhanu Paulos, Mesay Gemeda Yigezu:
Design and Develop Automatic Parts of Speech Tagger for Siltigna Language. ICT4DA 2024: 223-228 - [i5]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:
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. CoRR abs/2403.13737 (2024) - [i4]Melkamu Mersha, Mesay Gemeda Yigezu, Jugal Kalita:
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms. CoRR abs/2410.00134 (2024) - [i3]Mesay Gemeda Yigezu, Melkamu Mersha, Girma Yohannis Bade, Jugal Kalita, Olga Kolesnikova, Alexander F. Gelbukh:
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI. CoRR abs/2410.02609 (2024) - 2023
- [c7]Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Olga Kolesnikova, Tadesse Kebede Guge, Alexander F. Gelbukh, Grigori Sidorov:
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media. ICT4DA 2023: 171-175 - [c6]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:
MasakhaNEWS: News Topic Classification for African languages. IJCNLP (1) 2023: 144-159 - [c5]Mesay Gemeda Yigezu, Girma Yohannis Bade, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
Multilingual Hope Speech Detection using Machine Learning. IberLEF@SEPLN 2023 - [c4]Mesay Gemeda Yigezu, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification. IberLEF@SEPLN 2023 - [i2]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:
MasakhaNEWS: News Topic Classification for African languages. CoRR abs/2304.09972 (2023) - 2022
- [i1]Atnafu Lambebo Tonja, Mesay Gemeda Yigezu, Olga Kolesnikova, Moein Shahiki Tash, Grigori Sidorov, Alexander F. Gelbukh:
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts. CoRR abs/2211.14459 (2022) - 2021
- [c3]Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja:
Early Ginger Disease Detection Using Deep Learning Approach. ICAST (1) 2021: 480-488 - [c2]Atnafu Lambebo Tonja, Michael Melese Woldeyohannis, Mesay Gemeda Yigezu:
A Parallel Corpora for bi-directional Neural Machine Translation for Low Resourced Ethiopian Languages. ICT4DA 2021: 71-76 - [c1]Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja:
Multilingual Neural Machine Translation for Low Resourced Languages: Ometo-English. ICT4DA 2021: 89-94
Coauthor Index
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