Michael Melese

Co-Founder · Addis Ababa University

Applications Datasets & corpora Language models

25publications

Publications

Design and Development of Amharic Chatbot for Mental Health Using Bidirectional Long Short-Term Memory

Gashaw Desalegn Wubneh, Getnet Tigabie Askale, Michael Melese Woldeyohannis, Worku Abebe Degife

Cureus Journal of Computer Science. · 2026

journalDOI Semantic Scholar OpenAlex

Ethio-ASR: Joint Multilingual Speech Recognition and Language Identification for Ethiopian Languages

Badr M. Abdullah, Israel Abebe Azime, Atnafu Lambebo Tonja, Jesujoba O. Alabi, Abel Mulat Alemu, Eyob G. Hagos, Bontu Fufa Balcha, Mulubrhan A. Nerea, Debela Desalegn Yadeta, Dagnachew Mekonnen Marilign, Amanuel Temesgen Fentahun, Tadesse Kebede, Israel D. Gebru, Michael Melese Woldeyohannis, Walelign Tewabe Sewunetie, Bernd Möbius, Dietrich Klakow

arXiv (Cornell University) · 2026

preprintarXiv DOI Semantic Scholar OpenAlex

Bilingual hate speech detection on social media: Amharic and Afaan Oromo

Teshome Mulugeta Ababu, Michael Melese Woldeyohannis, Emuye Bawoke Getaneh

Journal Of Big Data · 2025

journalDOI Semantic Scholar OpenAlex

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

2024

conferenceDOI Semantic Scholar OpenAlex

Detection and Classification of Ethiopian Kale Leaf Disease using Deep Learning

Hana Dibekulu Tafese, Michael Melese Woldeyohannis, Damtew Mekash Shenkute, Temesgen Mengistu Helana

2024

conferenceDOI Semantic Scholar OpenAlex

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, Tadesse Kebede Guge, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

LREC-COLING 2024 · 2024

conferenceACL Anthology arXiv DOI Semantic Scholar OpenAlex Model

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

2024

conferenceDOI Semantic Scholar OpenAlex

Exploring the opportunities and challenges of implementing artificial intelligence in healthcare: A systematic literature review

Betelhem Zewdu Wubineh, Fitsum Gizachew Deriba, Michael Melese Woldeyohannis

Urologic Oncology Seminars and Original Investigations · 2023

journalDOI Semantic Scholar OpenAlex

Morphology-Based Spell Checker for Dawurootsuwa Language

Dawit Tadesse Gamu, Michael Melese Woldeyohannis

Scientific Programming · 2023

journalDOI Semantic Scholar OpenAlex

Afaan Oromo Hate Speech Detection and Classification on Social Media

Teshome Mulugeta Ababu, Michael Melese Woldeyohannis

2022

conferenceDOI Semantic Scholar OpenAlex

Amharic Fake News Detection on Social Media Using Feature Fusion

Menbere Hailu Worku, Michael Melese Woldeyohannis

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2022

conferenceDOI Semantic Scholar OpenAlex

Customer Churn Prediction Using Machine Learning: Commercial Bank of Ethiopia

Muhamed Hassen Seid, Michael Melese Woldeyohannis

2022

conferenceDOI Semantic Scholar OpenAlex

Detection and Classification of Coffee Leaf Disease using Deep Learning

Eyobed Birhanu Paulos, Michael Melese Woldeyohannis

2022

conferenceDOI Semantic Scholar OpenAlex

Early Ginger Disease Detection Using Deep Learning Approach

Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2022

conferenceDOI Semantic Scholar OpenAlex

Multimodal Amharic Hate Speech Detection Using Deep Learning

Abreham Gebremedin Debele, Michael Melese Woldeyohannis

2022

conferenceDOI Semantic Scholar OpenAlex

Towards Predicting the Risk of Cardiovascular Disease Using Machine Learning Approach

Hanna Teshager Mekonnen, Michael Melese Woldeyohannis

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2022

conferenceDOI Semantic Scholar OpenAlex

Usable Amharic text corpus for natural language processing applications

Michael Melese Woldeyohannis, Million Meshesha

Applied Corpus Linguistics · 2022

journalDOI Semantic Scholar OpenAlex

Wolaytta-English Cross-lingual Information Retrieval using Neural Machine Translation

Aklilu Thomas Bedecho, Michael Melese Woldeyohannis

2022

conferenceDOI Semantic Scholar OpenAlex

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

Atnafu Lambebo Tonja, Michael Melese Woldeyohannis, Mesay Gemeda Yigezu

2021

conferenceDOI Semantic Scholar OpenAlex

Classifying Severity Level of Psychiatric Symptoms on Twitter Data

Meron Aragaw Negash, Michael Melese Woldeyohannis

2021

conferenceDOI Semantic Scholar OpenAlex

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

Mesay Gemeda Yigezu, Michael Melese Woldeyohannis, Atnafu Lambebo Tonja

2021

conferenceDOI Semantic Scholar OpenAlex

Large Vocabulary Read Speech Corpora for Four Ethiopian Languages: Amharic, Tigrigna, Oromo, and Wolaytta

Solomon Teferra Abate, Martha Yifiru Tachbelie, Michael Melese, Hafte Abera, Tewodros Gebreselassie, Wondwossen Mulugeta, Yaregal Assabie, Million Meshesha Beyene, Solomon Atinafu, Binyam Ephrem Seyoum

2020

conferenceDOI Semantic Scholar OpenAlex

A Corpus for Amharic-English Speech Translation: The Case of Tourism Domain

Michael Melese Woldeyohannis, Laurent Besacier, Million Meshesha

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2018

conferenceDOI Semantic Scholar OpenAlex

Experimenting Statistical Machine Translation for Ethiopic Semitic Languages: The Case of Amharic-Tigrigna

Michael Melese Woldeyohannis, Million Meshesha

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2018

conferenceDOI Semantic Scholar OpenAlex

Parallel Corpora for bi-lingual English-Ethiopian Languages Statistical Machine Translation

Solomon Teferra Abate, Michael Melese Woldeyohannis, Martha Yifiru Tachbelie, Million Meshesha, Solomon Atinafu, Wondwossen Mulugeta, Yaregal Assabie, Hafte Abera, Binyam Ephrem Seyoum, Tewodros Abebe, Wondimagegnhue Tsegaye, Amanuel Lemma, Tsegaye Andargie, Seifedin Shifaw

International Conference on Computational Linguistics · 2018

conference

Languages

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