Publications

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

Computational thinking in secondary school curricula: a systematic review (part 2)

M. Ellis

Journal article · Computers & Education · 2016

Energy-aware model compression for edge devices in classrooms (part 2)

N. Danjuma, M. Ellis, S. Lawal

Conference paper · AfricaNLP at ICLR · 2016

A corpus of Nigerian Pidgin news text for sentiment analysis (part 2)

M. Ellis, F. Adeyemi

Conference paper · Computers & Education