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)

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)

Graph Neural Networks for Improved El Niño Forecasting. - Salva Rühling Cachay; Emma Erickson; Arthur Fender C. Bucker; Ernest Pokropek; Willa Potosnak; Salomey Osei; Björn Lütjens (CoRR, 2020)

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. - Sebastian Gehrmann; Tosin P. Adewumi; Karmanya Aggarwal; Pawan Sasanka Ammanamanchi; Aremu Anuoluwapo; Antoine Bosselut; Khyathi Raghavi Chandu; Miruna-Adriana Clinciu; Dipanjan Das 001; Kaustubh D. Dhole; Wanyu Du; Esin Durmus; et al. (CoRR, 2021)

NLP for Ghanaian Languages. - Paul Azunre; Salomey Osei; Salomey Addo; Lawrence Asamoah Adu-Gyamfi; Stephen Moore 007; Bernard Adabankah; Bernard Opoku; Clara Asare-Nyarko; Samuel Nyarko; Cynthia Amoaba; Esther Dansoa Appiah; Felix Akwerh; et al. (AfricaNLP, 2021)

English-Twi Parallel Corpus for Machine Translation. - Paul Azunre; Salomey Osei; Salomey Addo; Lawrence Asamoah Adu-Gyamfi; Stephen Moore 007; Bernard Adabankah; Bernard Opoku; Clara Asare-Nyarko; Samuel Nyarko; Cynthia Amoaba; Esther Dansoa Appiah; Felix Akwerh; et al. (AfricaNLP, 2021)

Contextual Text Embeddings for Twi. - Paul Azunre; Salomey Osei; Salomey Addo; Lawrence Asamoah Adu-Gyamfi; Stephen Moore 007; Bernard Adabankah; Bernard Opoku; Clara Asare-Nyarko; Samuel Nyarko; Cynthia Amoaba; Esther Dansoa Appiah; Felix Akwerh; et al. (AfricaNLP, 2021)

The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks. - Salva Rühling Cachay; Emma Erickson; Arthur Fender C. Bucker; Ernest Pokropek; Willa Potosnak; Suyash Bire; Salomey Osei; Björn Lütjens (CoRR, 2021)

Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards. - Angelina McMillan-Major; Salomey Osei; Juan Diego Rodriguez; Pawan Sasanka Ammanamanchi; Sebastian Gehrmann; Yacine Jernite (CoRR, 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)

BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus. - Josh Meyer; David Ifeoluwa Adelani; Edresson Casanova; Alp Öktem; Daniel Whitenack; Julian Weber; Salomon Kabongo; Elizabeth Salesky; Iroro Orife; Colin Leong; Perez Ogayo; Chris Chinenye Emezue; et al. (INTERSPEECH, 2022)

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. - Sebastian Gehrmann; Abhik Bhattacharjee; Abinaya Mahendiran; Alex Wang; Alexandros Papangelis; Aman Madaan; Angelina McMillan-Major; Anna Shvets; Ashish Upadhyay; Bingsheng Yao; Bryan Wilie; Chandra Bhagavatula; et al. (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)

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)

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)

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)

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages. - Jiayi Wang; David Ifeoluwa Adelani; Sweta Agrawal; Ricardo Rei; Eleftheria Briakou; Marine Carpuat; Marek Masiak; Xuanli He; Sofia Bourhim; Andiswa Bukula; Muhidin Mohamed; Temitayo Olatoye; et al. (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)

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages. - Jiayi Wang; David Ifeoluwa Adelani; Sweta Agrawal; Marek Masiak; Ricardo Rei; Eleftheria Briakou; Marine Carpuat; Xuanli He; Sofia Bourhim; Andiswa Bukula; Muhidin Mohamed; Temitayo Olatoye; et al. (NAACL-HLT, 2024)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. - David Ifeoluwa Adelani; Jessica Ojo; Israel Abebe Azime; Jian Yun Zhuang; Jesujoba O. Alabi; Xuanli He; Millicent Ochieng; Sara Hooker; Andiswa Bukula; En-Shiun Annie Lee; Chiamaka Chukwuneke; Happy Buzaaba; et al. (CoRR, 2024)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba Oluwadara Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing Kudzaishe Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (ACL (1), 2025)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. - David Ifeoluwa Adelani; Jessica Ojo; Israel Abebe Azime; Jian Yun Zhuang; Jesujoba Oluwadara Alabi; Xuanli He; Millicent Ochieng; Sara Hooker; Andiswa Bukula; En-Shiun Annie Lee; Chiamaka Ijeoma Chukwuneke; Happy Buzaaba; et al. (NAACL (Long Papers), 2025)

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Saminu Mohammad Aliyu; Paul Röttger; Abigail Oppong; Andiswa Bukula; Chiamaka Ijeoma Chukwuneke; Ebrahim Chekol Jibril; Elyas Abdi Ismail; et al. (NAACL (Long Papers), 2025)

Understanding the Role of Diversity in Ensemble-Based AutoML Methods for Classification Tasks. - Salomey Osei; Andrés R. Masegosa; Antonio D. Masegosa (IEEE Access, 2025)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba O. Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing K. Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (CoRR, 2025)