3 papers
cs.CL2026
Translation as a Scalable Proxy for Multilingual Evaluation
Sheriff Issaka, Erick Rosas Gonzalez, Lieqi Liu +6
The rapid proliferation of LLMs has created a critical evaluation paradox: while LLMs claim multilingual proficiency, comprehensive non-machine-translated benchmarks exist for fewe…
cs.CL2025
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
Sheriff Issaka, Keyi Wang, Yinka Ajibola +17
Despite representing nearly one-third of the world's languages, African languages remain critically underserved by modern NLP technologies, with 88\% classified as severely underre…
cs.CL2025
Generalization of Medical Large Language Models through Cross-Domain Weak Supervision
Robert Long, Eric Gonzalez, Harrison Fuller
The advancement of large language models (LLMs) has opened new frontiers in natural language processing, particularly in specialized domains like healthcare. In this paper, we prop…