2 papers
cs.CL2025
debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias
Kuleen Sasse, Shan Chen, Jackson Pond +2
As Vision Language Models (VLMs) gain widespread use, their fairness remains under-explored. In this paper, we analyze demographic biases across five models and six datasets. We fi…
cs.CL2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions
Kuleen Sasse, Shinjitha Vadlakonda, Richard E. Kennedy +1
Background: Machine learning methods for clinical named entity recognition and entity normalization systems can utilize both labeled corpora and Knowledge Graphs (KGs) for learning…