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24 publications

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Federated learning for low-resource African languages: a benchmark study
M. Ellis, T. Bello, C. Eze
Journal article · Journal of Educational Technology in Africa · 2025
Mobile-first assessment tools in Nigerian public universities
M. Ellis, F. Adeyemi
Journal article · Proceedings of the African NLP Workshop · 2025
Cross-lingual transfer for Yoruba and Igbo text classification
M. Ellis
Conference paper · International Journal of Computer Applications · 2025

Teacher adoption of learning management systems under unreliable power supply
N. Danjuma, M. Ellis, S. Lawal
Journal article · Nigerian Journal of Technological Research · 2024
A corpus of Nigerian Pidgin news text for sentiment analysis
M. Ellis, K. Ibrahim, O. Balogun, M. Yusuf
Book chapter · Computers & Education · 2024

Offline-capable educational software: design lessons from rural deployments
M. Ellis, T. Bello, C. Eze
Journal article · AfricaNLP at ICLR · 2023
Measuring digital literacy among first-year undergraduates in southwest Nigeria
M. Ellis, F. Adeyemi
Conference paper · Journal of Educational Technology in Africa · 2023
Speech recognition for Hausa-accented English in lecture halls
M. Ellis
Journal article · Proceedings of the African NLP Workshop · 2023

Open educational resources and course completion in distance learning
N. Danjuma, M. Ellis, S. Lawal
Journal article · International Journal of Computer Applications · 2022
Data governance for student records in Nigerian higher education
M. Ellis, K. Ibrahim, O. Balogun, M. Yusuf
Conference paper · Nigerian Journal of Technological Research · 2022

Computational thinking in secondary school curricula: a systematic review
M. Ellis, T. Bello, C. Eze
Journal article · Computers & Education · 2021
Energy-aware model compression for edge devices in classrooms
M. Ellis, F. Adeyemi
Book chapter · AfricaNLP at ICLR · 2021

Federated learning for low-resource African languages: a benchmark study (part 2)
M. Ellis
Journal article · Journal of Educational Technology in Africa · 2020
Mobile-first assessment tools in Nigerian public universities (part 2)
N. Danjuma, M. Ellis, S. Lawal
Conference paper · Proceedings of the African NLP Workshop · 2020
Cross-lingual transfer for Yoruba and Igbo text classification (part 2)
M. Ellis, K. Ibrahim, O. Balogun, M. Yusuf
Journal article · International Journal of Computer Applications · 2020

Teacher adoption of learning management systems under unreliable power supply (part 2)
M. Ellis, T. Bello, C. Eze
Journal article · Nigerian Journal of Technological Research · 2019

Offline-capable educational software: design lessons from rural deployments (part 2)
M. Ellis
Journal article · AfricaNLP at ICLR · 2018
Measuring digital literacy among first-year undergraduates in southwest Nigeria (part 2)
N. Danjuma, M. Ellis, S. Lawal
Book chapter · Journal of Educational Technology in Africa · 2018
Speech recognition for Hausa-accented English in lecture halls (part 2)
M. Ellis, K. Ibrahim, O. Balogun, M. Yusuf
Journal article · Proceedings of the African NLP Workshop · 2018

Open educational resources and course completion in distance learning (part 2)
M. Ellis, T. Bello, C. Eze
Conference paper · International Journal of Computer Applications · 2017
Data governance for student records in Nigerian higher education (part 2)
M. Ellis, F. Adeyemi
Journal article · Nigerian Journal of Technological Research · 2017