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)

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)

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)

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)

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)

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)

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)

Improving BERTScore for Machine Translation Evaluation Through Contrastive Learning. - Gongbo Tang; Oreen Yousuf; Zeying Jin (IEEE Access, 2024)