Dr. Idris Abdulmumin

Postdoc, University of Pretoria DSFSI,
Lecturer, Ahmadu Bello University, Zaria.

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Computer Science,

University of Pretoria,

Pretoria, South Africa.

My name is Idris Abdulmumin, a Postdoctoral Fellow of the Data Science for Social Impact Research Group at the University of Pretoria, under the supervision of Professor Vukosi Marivate. I am also a lecturer at the Department of Computer Science, Ahmadu Bello University, Zaria, Nigeria. I obtained my PhD in August 2023 under the supervision of Professor Bashir Shehu Galadanci at Bayero University Kano, Nigeria. My doctoral research focused on enhancing machine translation systems for low resource languages by harnessing the power of monolingual data.

During my doctoral and postdoctoral journey, I had the privilege of extensive collaboration with fellow researchers, expanding my horizons. My involvement in organizations like Masakhane, HausaNLP, and LITHME broadened my insights into the global NLP community, fueling innovation. I’ve led impactful projects, organized events, curated datasets, and spearheaded initiatives, all dedicated to advancing NLP for African languages. As a postdoctoral fellow, I’m excited to embark on a new challenge of creating resource-efficient language models, with a focus on African languages. I aim to contribute to inclusive NLP research by developing accessible models tailored to the African community.

selected publications

  1. HauWE: Hausa Words Embedding for Natural Language Processing
    Idris Abdulmumin, and Bashir Shehu Galadanci
    In 2019 2nd International Conference of the IEEE Nigeria Computer Chapter, NigeriaComputConf 2019, 2019
  2. Tag-less back-translation
    Idris Abdulmumin, Bashir Shehu Galadanci, and Garba Aliyu
    Machine Translation, Dec 2021
  3. Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
    Idris Abdulmumin, Michael Beukman, Jesujoba Alabi, Chris Chinenye Emezue, Everlyn Chimoto, Tosin Adewumi, Shamsuddeen Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh, and Tajuddeen Gwadabe
    In Proceedings of the Seventh Conference on Machine Translation, Dec 2022