Gabor wavelet transform based facial expression recognition using PCA and LBP. - Muzammil Abdulrahman; Tajuddeen R. Gwadabe; Fahad Jibrin Abdu; Alaa Eleyan (SIU, 2014)

A new sparse leaky LMS type algorithm. - Tajuddeen R. Gwadabe; Muhammad L. Aliyu; Mujahid A. Alkassim; Mohammad Shukri Salman; Hatem Haddad (SIU, 2014)

A new leaky-LMS algorithm with analysis. - Tajuddeen R. Gwadabe; Mohammad Shukri Salman (Int. Arab J. Inf. Technol., 2017)

MasakhaNER: Named Entity Recognition for African Languages. - David Ifeoluwa Adelani; Jade Z. Abbott; Graham Neubig; Daniel D'souza; Julia Kreutzer; Constantine Lignos; Chester Palen-Michel; Happy Buzaaba; Shruti Rijhwani; Sebastian Ruder; Stephen Mayhew 002; Israel Abebe Azime; et al. (Trans. Assoc. Comput. Linguistics, 2021)

Session-based Recommendation with Dual Graph Networks. - Tajuddeen Rabiu Gwadabe; Mohammed Ali Mohammed Al-Hababi; Ying Liu 039 (DL4SR@CIKM, 2022)

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. - David Ifeoluwa Adelani; Graham Neubig; Sebastian Ruder; Shruti Rijhwani; Michael Beukman; Chester Palen-Michel; Constantine Lignos; Jesujoba O. Alabi; Shamsuddeen Hassan Muhammad; Peter Nabende; Cheikh M. Bamba Dione; Andiswa Bukula; et al. (EMNLP, 2022)

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. - David Ifeoluwa Adelani; Jesujoba O. Alabi; Angela Fan; Julia Kreutzer; Xiaoyu Shen 001; Machel Reid; Dana Ruiter; Dietrich Klakow; Peter Nabende; Ernie Chang; Tajuddeen Gwadabe; Freshia Sackey; et al. (NAACL-HLT, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Chinenye Emezue; Everlyn Chimoto; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Gwadabe (WMT, 2022)

Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages. - Tosin P. Adewumi; Mofetoluwa Adeyemi; Aremu Anuoluwapo; Bukola Peters; Happy Buzaaba; Samuel Oyerinde; Amina Mardiyyah Rufai; Benjamin Ajibade; Tajuddeen Gwadabe; Mory Moussou Koulibaly Traore; Tunde Ajayi; Shamsuddeen Hassan Muhammad; et al. (CoRR, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Emezue; Everlyn Asiko; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Rabiu Gwadabe (CoRR, 2022)

Improving graph neural network for session-based recommendation system via non-sequential interactions. - Tajuddeen Rabiu Gwadabe; Ying Liu 039 (Neurocomputing, 2022)

IC-GAR: item co-occurrence graph augmented session-based recommendation. - Tajuddeen Rabiu Gwadabe; Ying Liu 039 (Neural Comput. Appl., 2022)

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. - Cheikh M. Bamba Dione; David Ifeoluwa Adelani; Peter Nabende; Jesujoba O. Alabi; Thapelo Sindane; Happy Buzaaba; Shamsuddeen Hassan Muhammad; Chris Chinenye Emezue; Perez Ogayo; Aremu Anuoluwapo; Catherine Gitau; Derguene Mbaye; et al. (ACL (1), 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Alípio Jorge; et al. (EMNLP, 2023)

Cross-lingual Open-Retrieval Question Answering for African Languages. - Odunayo Ogundepo; Tajuddeen Gwadabe; Clara Rivera; Jonathan H. Clark; Sebastian Ruder; David Ifeoluwa Adelani; Bonaventure Dossou; Abdou Aziz Diop; Claytone Sikasote; Gilles Hacheme; Happy Buzaaba; Ignatius Ezeani; et al. (EMNLP (Findings), 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)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Pavel Brazdil; et al. (CoRR, 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)

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages. - Odunayo Ogundepo; Tajuddeen R. Gwadabe; Clara E. Rivera; Jonathan H. Clark; Sebastian Ruder; David Ifeoluwa Adelani; Bonaventure F. P. Dossou; Abdou Aziz Diop; Claytone Sikasote; Gilles Hacheme; Happy Buzaaba; Ignatius Ezeani; et al. (CoRR, 2023)

SimGNN: simplified graph neural networks for session-based recommendation. - Tajuddeen Rabiu Gwadabe; Mohammed Ali Mohammed Al-Hababi; Ying Liu 039 (Appl. Intell., 2023)

Correcting FLORES Evaluation Dataset for Four African Languages. - Idris Abdulmumin; Sthembiso Mkhwanazi; Mahlatse S. Mbooi; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Neo Putini; Miehleketo Mathebula; Matimba Shingange; Tajuddeen Gwadabe; Vukosi Marivate (WMT, 2024)

HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing. - Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Idris Abdulmumin; Falalu Ibrahim Lawan; Babangida Sani; Sukairaj Hafiz Imam; Aliyu Yusuf; Sani Abdullahi Sani; Ali Usman Umar; Tajuddeen Gwadabe; Kenneth Church 001; Vukosi Marivate (CoRR, 2025)