Early Ginger Disease Detection Using Deep Learning Approach. - Mesay Gemeda Yigezu; Michael Melese Woldeyohannis; Atnafu Lambebo Tonja (ICAST (1), 2021)

A Parallel Corpora for bi-directional Neural Machine Translation for Low Resourced Ethiopian Languages. - Atnafu Lambebo Tonja; Michael Melese Woldeyohannis; Mesay Gemeda Yigezu (ICT4DA, 2021)

Multilingual Neural Machine Translation for Low Resourced Languages: Ometo-English. - Mesay Gemeda Yigezu; Michael Melese Woldeyohannis; Atnafu Lambebo Tonja (ICT4DA, 2021)

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)

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 (ICT4DA, 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; et al. (IJCNLP (1), 2023)

Multilingual Hope Speech Detection using Machine Learning. - Mesay Gemeda Yigezu; Girma Yohannis Bade; Olga Kolesnikova; Grigori Sidorov; Alexander F. Gelbukh (IberLEF@SEPLN, 2023)

Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification. - Mesay Gemeda Yigezu; Olga Kolesnikova; Grigori Sidorov; Alexander F. Gelbukh (IberLEF@SEPLN, 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; et al. (CoRR, 2023)

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms. - Melkamu Abay Mersha; Mesay Gemeda Yigezu; Jugal Kalita (ACLING, 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 (ACLING, 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 (LREC/COLING, 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 (ICT4DA, 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 (ICT4DA, 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; et al. (CoRR, 2024)

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)

Evaluating the effectiveness of XAI techniques for encoder-based language models. - Melkamu Mersha; Mesay Gemeda Yigezu; Jugal Kalita (Knowl. Based Syst., 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, 2025)