The Rise of AfricaNLP: Contributions, Contributors, and Community Impact (2005-2025)
It provides a data-driven analysis of AfricaNLP contributions and community impact, which is incremental as it applies existing methods to a new dataset for tracking research trends.
This study analyzed the progress of African NLP research from 2005 to 2025 by examining 1.9K paper abstracts, 4.9K authors, and 7.8K annotated contribution sentences to track trends and contributions in the field.
Natural Language Processing (NLP) is undergoing constant transformation, as Large Language Models (LLMs) are driving daily breakthroughs in research and practice. In this regard, tracking the progress of NLP research and automatically analyzing the contributions of research papers provides key insights into the nature of the field and the researchers. This study explores the progress of African NLP (AfricaNLP) by asking (and answering) basic research questions such as: i) How has the nature of NLP evolved over the last two decades?, ii) What are the contributions of AfricaNLP papers?, and iii) Which individuals and organizations (authors, affiliated institutions, and funding bodies) have been involved in the development of AfricaNLP? We quantitatively examine the contributions of AfricaNLP research using 1.9K NLP paper abstracts, 4.9K author contributors, and 7.8K human-annotated contribution sentences (AfricaNLPContributions) along with benchmark results. Our dataset and continuously existing NLP progress tracking website provide a powerful lens for tracing AfricaNLP research trends and hold potential for generating data-driven literature surveys.