Language Patterns and Behaviour of the Peer Supporters in Multilingual Healthcare Conversational Forums. - Ishani Mondal; Kalika Bali; Mohit Jain; Monojit Choudhury; Jacki O'Neill; Millicent Ochieng; Kagonya Awori; Keshet Ronen (LREC, 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)

Can Large Language Models Support Medical Facilitation Work? A Speculative Analysis. - Najeeb Gambo Abdulhamid; Millicent Ochieng; Kalika Bali; Elizabeth A. Ankrah; Naveena Karusala; Keshet Ronen; Jacki O'Neill (AfriCHI, 2023)

MEGA: Multilingual Evaluation of Generative AI. - Kabir Ahuja; Harshita Diddee; Rishav Hada; Millicent Ochieng; Krithika Ramesh; Prachi Jain; Akshay Uttama Nambi; Tanuja Ganu; Sameer Segal; Mohamed Ahmed; Kalika Bali; Sunayana Sitaram (EMNLP, 2023)

Evaluation of Dependency Structure for Multivariate Weather Predictors Using Copulas. - Samuel C. Maina; Dorcas Gicuku Mwigereri; Jonathan A. Weyn; Lester Mackey; Millicent Ochieng (ACM J. Comput. Sustain. Soc., 2023)

MEGA: Multilingual Evaluation of Generative AI. - Kabir Ahuja; Rishav Hada; Millicent Ochieng; Prachi Jain; Harshita Diddee; Samuel C. Maina; Tanuja Ganu; Sameer Segal; Maxamed Axmed; Kalika Bali; Sunayana Sitaram (CoRR, 2023)

MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. - Sanchit Ahuja; Divyanshu Aggarwal; Varun Gumma; Ishaan Watts; Ashutosh Sathe; Millicent Ochieng; Rishav Hada; Prachi Jain; Maxamed Axmed; Kalika Bali; Sunayana Sitaram (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)

MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. - Sanchit Ahuja; Divyanshu Aggarwal; Varun Gumma; Ishaan Watts; Ashutosh Sathe; Millicent Ochieng; Rishav Hada; Prachi Jain; Mohamed Ahmed; Kalika Bali; Sunayana Sitaram (NAACL-HLT, 2024)

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)

Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios. - Millicent Ochieng; Varun Gumma; Sunayana Sitaram; Jindong Wang 001; Vishrav Chaudhary; Keshet Ronen; Kalika Bali; Jacki O'Neill (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)

AI and the Future of Work in Africa White Paper. - Jacki O'Neill; Vukosi Marivate; Barbara Glover; Winnie Karanu; Girmaw Abebe Tadesse; Akua Gyekye; Anne Makena; Wesley Rosslyn-Smith; Matthew Grollnek; Charity Wayua; Rehema Baguma; Angel Maduke; et al. (CoRR, 2024)

Social by Nature: How Socio-tecture Shapes the Work of SMBs and Considerations for Reimagining Collaborative Human-AI Systems. - Elizabeth A. Ankrah; Kagonya Awori; Stephanie Nyairo; Mercy Muchai; Millicent Ochieng; Mark Kariuki; Gillian R. Hayes; Jacki O'Neill (CHI, 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)

Dukawalla: Voice Interfaces for Small Businesses in Africa. - Elizabeth A. Ankrah; Stephanie Nyairo; Mercy Muchai; Kagonya Awori; Millicent Ochieng; Mark Kariuki; Jacki O'Neill (CoRR, 2025)

Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts. - Millicent Ochieng; Anja Thieme; Ignatius Ezeani; Risa Ueno; Samuel C. Maina; Keshet Ronen; Javier Gonzalez; Jacki O'Neill (CoRR, 2025)