Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. - Jesujoba O. Alabi; Kwabena Amponsah-Kaakyire; David Ifeoluwa Adelani; Cristina España-Bonet (CoRR, 2019)

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. - Michael A. Hedderich; David Ifeoluwa Adelani; Dawei Zhu; Jesujoba O. Alabi; Udia Markus; Dietrich Klakow (EMNLP (1), 2020)

Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yorùbá and Twi. - Jesujoba O. Alabi; Kwabena Amponsah-Kaakyire; David Ifeoluwa Adelani; Cristina España-Bonet (LREC, 2020)

UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian. - Sourav Dutta; Jesujoba O. Alabi; Saptarashmi Bandyopadhyay; Dana Ruiter; Josef van Genabith (WMT@EMNLP, 2020)

The Effect of Domain and Diacritics in Yoruba-English Neural Machine Translation. - David Ifeoluwa Adelani; Dana Ruiter; Jesujoba O. Alabi; Damilola Adebonojo; Adesina Ayeni; Mofe Adeyemi; Ayodele Awokoya; Cristina España-Bonet (MTSummit (1), 2021)

EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT. - Svetlana Tchistiakova; Jesujoba O. Alabi; Koel Dutta Chowdhury; Sourav Dutta; Dana Ruiter (WMT@EMNLP, 2021)

MENYO-20k: A Multi-domain English-Yorùbá Corpus for Machine Translation and Domain Adaptation. - David Ifeoluwa Adelani; Dana Ruiter; Jesujoba O. Alabi; Damilola Adebonojo; Adesina Ayeni; Mofe Adeyemi; Ayodele Awokoya; Cristina España-Bonet (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)

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. - Jesujoba O. Alabi; David Ifeoluwa Adelani; Marius Mosbach; Dietrich Klakow (COLING, 2022)

Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning. - Ernie Chang; Jesujoba O. Alabi; David Ifeoluwa Adelani; Vera Demberg (COLING, 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)

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)

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)

Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? - Jesujoba Alabi; Lydia Nishimwe; Benjamin Muller; Camille Rey; Benoît Sagot; Rachel Bawden (WMT, 2022)

Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. - Jesujoba O. Alabi; David Ifeoluwa Adelani; Marius Mosbach; Dietrich Klakow (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)

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)

ε kú : Integrating YorùBá Cultural greetings into Machine Translation. - Idris Akinade; Jesujoba Oluwadara Alabi; David Ifeoluwa Adelani; Clement Odoje; Dietrich Klakow (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)

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)

On the N-gram Approximation of Pre-trained Language Models. - Aravind Krishnan; Jesujoba O. Alabi; Dietrich Klakow (INTERSPEECH, 2023)

Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages. - Israel Abebe Azime; Sana Sabah Al-Azzawi; Atnafu Lambebo Tonja; Iyanuoluwa Shode; Jesujoba O. Alabi; Ayodele Awokoya; Mardiyyah Oduwole; Tosin P. Adewumi; Samuel Fanijo; Oyinkansola Awosan; Oreen Yousuf (SemEval@ACL, 2023)

E KÚ [MASK]: Integrating Yorùbá cultural greetings into machine translation. - Idris Akinade; Jesujoba O. Alabi; David Ifeoluwa Adelani; Clement Odoje; Dietrich Klakow (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)

YORC: Yoruba Reading Comprehension dataset. - Aremu Anuoluwapo; Jesujoba O. Alabi; David Ifeoluwa Adelani (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

The Hidden Space of Transformer Language Adapters. - Jesujoba Alabi; Marius Mosbach; Matan Eyal; Dietrich Klakow; Mor Geva (ACL (1), 2024)

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. - Miaoran Zhang; Vagrant Gautam; Mingyang Wang 003; Jesujoba Alabi; Xiaoyu Shen 001; Dietrich Klakow; Marius Mosbach (ACL (Findings), 2024)

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects. - David Ifeoluwa Adelani; Hannah Liu; Xiaoyu Shen 001; Nikita Vassilyev; Jesujoba O. Alabi; Yanke Mao; Haonan Gao; En-Shiun Annie Lee (EACL (1), 2024)

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. - Miaoran Zhang; Mingyang Wang 003; Jesujoba Alabi; Dietrich Klakow (SemEval@NAACL, 2024)

EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter. - Comfort Eseohen Ilevbare; Jesujoba O. Alabi; David Ifeoluwa Adelani; Firdous Damilola Bakare; Oluwatoyin Bunmi Abiola; Oluwaseyi Adesina Adeyemo (CoRR, 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)

AfriHuBERT: A self-supervised speech representation model for African languages. - Jesujoba O. Alabi; Xuechen Liu; Dietrich Klakow; Junichi Yamagishi (CoRR, 2024)

Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages. - Edward Bayes; Israel Abebe Azime; Jesujoba O. Alabi; Jonas Kgomo; Tyna Eloundou; Elizabeth Proehl; Kai Chen; Imaan Khadir; Naome A. Etori; Shamsuddeen Hassan Muhammad; Choice Mpanza; Igneciah Pocia Thete; et al. (CoRR, 2024)

YAD: Leveraging T5 for Improved Automatic Diacritization of Yorùbá Text. - Akindele Michael Olawole; Jesujoba O. Alabi; Aderonke Busayo Sakpere; David Ifeoluwa Adelani (CoRR, 2024)

Uniqorn: Unified question answering over RDF knowledge graphs and natural language text. - Soumajit Pramanik; Jesujoba Alabi; Rishiraj Saha Roy; Gerhard Weikum (J. Web Semant., 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)

AFRIDOC-MT: Document-level MT Corpus for African Languages. - Jesujoba O. Alabi; Israel Abebe Azime; Miaoran Zhang; Cristina España-Bonet; Rachel Bawden; Dawei Zhu; David Ifeoluwa Adelani; Clement Odoje; Idris Akinade; Iffat Maab; Davis David; Shamsuddeen Hassan Muhammad; et al. (CoRR, 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)

Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead. - Jesujoba O. Alabi; Michael A. Hedderich; David Ifeoluwa Adelani; Dietrich Klakow (CoRR, 2025)

mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks. - Luel Hagos Beyene; Vivek Verma; Min Ma; Jesujoba O. Alabi; Fabian David Schmidt; Joyce Nakatumba-Nabende; David Ifeoluwa Adelani (CoRR, 2025)