Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo Kabenamualu; Salomey Osei; Freshia Sackey; Rubungo Andre Niyongabo; Ricky Macharm; et al. (EMNLP (Findings), 2020)

Masakhane - Machine Translation For Africa. - Iroro Orife; Julia Kreutzer; Blessing K. Sibanda; Daniel Whitenack; Kathleen Siminyu; Laura Martinus; Jamiil Toure Ali; Jade Z. Abbott; Vukosi Marivate; Salomon Kabongo; Musie Meressa; Espoir Murhabazi; et al. (AfricaNLP, 2020)

FFR V1.0: Fon-French Neural Machine Translation. - Bonaventure F. P. Dossou; Chris C. Emezue (AfricaNLP, 2020)

FFR v1.1: Fon-French Neural Machine Translation. - Bonaventure F. P. Dossou; Chris C. Emezue (CoRR, 2020)

Lanfrica: A Participatory Approach to Documenting Machine Translation Research on African Languages. - Chris C. Emezue; Bonaventure F. P. Dossou (CoRR, 2020)

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Tajudeen Kolawole; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo; Salomey Osei; Sackey Freshia; Rubungo Andre Niyongabo; et al. (CoRR, 2020)

An Approach to Intelligent Pneumonia Detection and Integration. - Bonaventure F. P. Dossou; Alena Iureva; Sayali R. Rajhans; Vamsi S. Pidikiti (CoRR, 2020)

FSER: Deep Convolutional Neural Networks for Speech Emotion Recognition. - Bonaventure F. P. Dossou; Yeno K. S. Gbenou (ICCVW, 2021)

MMTAfrica: Multilingual Machine Translation for African Languages. - Chris Chinenye Emezue; Bonaventure F. P. Dossou (WMT@EMNLP, 2021)

AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin. - Bonaventure F. P. Dossou; Mohammed Sabry (AfricaNLP, 2021)

OkwuGbé: End-to-End Speech Recognition for Fon and Igbo. - Bonaventure F. P. Dossou; Chris C. Emezue (AfricaNLP, 2021)

Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language. - Bonaventure F. P. Dossou; Chris C. Emezue (AfricaNLP, 2021)

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)

MeSH2Matrix: Machine learning-driven biomedical relation classification based on the MeSH keywords of PubMed scholarly publications. - Houcemeddine Turki; Bonaventure F. P. Dossou; Chris Chinenye Emezue; Mohamed Ali Hadj Taieb; Mohamed Ben Aouicha; Hanen Ben Hassen; Afif Masmoudi (BIR@ECIR, 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)

Biological Sequence Design with GFlowNets. - Moksh Jain; Emmanuel Bengio; Alex Hernández-García; Jarrid Rector-Brooks; Bonaventure F. P. Dossou; Chanakya Ajit Ekbote; Jie Fu 001; Tianyu Zhang; Michael Kilgour; Dinghuai Zhang; Lena Simine; Payel Das; et al. (ICML, 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)

Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection. - Bonaventure F. P. Dossou; Dianbo Liu; Xu Ji; Moksh Jain; Almer M. van der Sloot; Roger Palou; Michael Tyers; Yoshua Bengio (CoRR, 2022)

AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages. - Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Oreen Yousuf; Salomey Osei; Abigail Oppong; Iyanuoluwa Shode; Oluwabusayo Olufunke Awoyomi; Chris Chinenye Emezue (CoRR, 2022)

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. - Julia Kreutzer; Isaac Caswell; Lisa Wang; Ahsan Wahab; Daan van Esch; Nasanbayar Ulzii-Orshikh; Allahsera Tapo; Nishant Subramani; Artem Sokolov; Claytone Sikasote; Monang Setyawan; Supheakmungkol Sarin; et al. (Trans. Assoc. Comput. Linguistics, 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)

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. (AfricaNLP, 2023)

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Colin Leong; Herumb Shandilya; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Joel Mathew; Abdul-Hakeem Omotayo; Oreen Yousuf; Zainab Akinjobi; Chris Chinenye Emezue; Shamsudeen Muhammad; Steven Kolawole; Younwoo Choi; et al. (AfricaNLP, 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)

Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage. - Bonaventure F. P. Dossou; Yenoukoume S. K. Gbenou; Miglanche Ghomsi Nono (Tiny Papers @ ICLR, 2023)

GFlowOut: Dropout with Generative Flow Networks. - Dianbo Liu; Moksh Jain; Bonaventure F. P. Dossou; Qianli Shen; Salem Lahlou; Anirudh Goyal; Nikolay Malkin; Chris Chinenye Emezue; Dinghuai Zhang; Nadhir Hassen; Xu Ji; Kenji Kawaguchi; et al. (ICML, 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)

AfriNames: Most ASR Models "Butcher" African Names. - Tobi Olatunji; Tejumade Afonja; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Chris Chinenye Emezue; Amina Mardiyyah Rufai; Sahib Singh (INTERSPEECH, 2023)

Machine Learning for Health (ML4H) 2023. - Stefan Hegselmann; Antonio Parziale; Divya Shanmugam; Shengpu Tang; Kristen Severson 001; Mercy Nyamewaa Asiedu; Serina Chang; Bonaventure F. P. Dossou; Qian Huang; Fahad Kamran; Haoran Zhang 003; Sujay Nagaraj; et al. (ML4H@NeurIPS, 2023)

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Colin Leong; Herumb Shandilya; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Joel Mathew; Abdul-Hakeem Omotayo; Oreen Yousuf; Zainab Akinjobi; Chris Chinenye Emezue; Shamsuddeen Hassan Muhammad; Steven Kolawole; Younwoo Choi; 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)

The African Stopwords project: curating stopwords for African languages. - Chris Emezue; Hellina Nigatu; Cynthia Thinwa; Helper Zhou; Shamsuddeen Hassan Muhammad; Lerato Louis; Idris Abdulmumin; Samuel Oyerinde; Benjamin Ajibade; Samuel Olanrewaju; Oviawe Joshua; Emeka Onwuegbuzia; 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)

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection. - Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Chris Chinenye Emezue; Tobi Olatunji; Naome A. Etori; Salomey Osei; Tosin P. Adewumi; Sahib Singh (CoRR, 2023)

FonMTL: Towards Multitask Learning for the Fon Language. - Bonaventure F. P. Dossou; Iffanice B. Houndayi; Pamely Zantou; Gilles Hacheme (CoRR, 2023)

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. - Tobi Olatunji; Tejumade Afonja; Aditya Yadavalli; Chris Chinenye Emezue; Sahib Singh; Bonaventure F. P. Dossou; Joanne I. Osuchukwu; Salomey Osei; Atnafu Lambebo Tonja; Naome A. Etori; Clinton Mbataku (Trans. Assoc. Comput. Linguistics, 2023)

A Study of Acquisition Functions for Medical Imaging Deep Active Learning. - Bonaventure F. P. Dossou (CoRR, 2024)

InkubaLM: A small language model for low-resource African languages. - Atnafu Lambebo Tonja; Bonaventure F. P. Dossou; Jessica Ojo; Jenalea Rajab; Fadel Thior; Eric Peter Wairagala; Aremu Anuoluwapo; Pelonomi Moiloa; Jade Z. Abbott; Vukosi Marivate; Benjamin Rosman (CoRR, 2024)

CodeUnlearn: Amortized Zero-Shot Machine Unlearning in Language Models Using Discrete Concept. - YuXuan Wu; Bonaventure F. P. Dossou; Dianbo Liu (CoRR, 2024)

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. - Tobi Olatunji; Charles Nimo; Abraham Toluwase Owodunni; Tassallah Abdullahi; Emmanuel Ayodele; Mardhiyah Sanni; Chinemelu Aka; Folafunmi Omofoye; Foutse Yuehgoh; Timothy Faniran; Bonaventure F. P. Dossou; Moshood Yekini; et al. (CoRR, 2024)

MeSH2Matrix: combining MeSH keywords and machine learning for biomedical relation classification based on PubMed. - Houcemeddine Turki; Bonaventure F. P. Dossou; Chris Chinenye Emezue; Abraham Toluwase Owodunni; Mohamed Ali Hadj Taieb; Mohamed Ben Aouicha; Hanen Ben Hassen; Afif Masmoudi (J. Biomed. Semant., 2024)

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. - Charles Nimo; Tobi Olatunji; Abraham Toluwase Owodunni; Tassallah Abdullahi; Emmanuel Ayodele; Mardhiyah Sanni; Ezinwanne C. Aka; Folafunmi Omofoye; Foutse Yuehgoh; Timothy Faniran; Bonaventure F. P. Dossou; Moshood O. Yekini; et al. (ACL (1), 2025)