crossrefAI2026-03-02
The Development of a Large Language Model-Powered Chatbot to Advance Fairness in Machine Learning
Pedro Henrique Ribeiro Santiago, Xiangqun Ju, Xavier Vasquez, Heidi Shen, Lisa Jamieson, Hawazin W. Elani
Background: Machine learning (ML) has been widely adopted in decision-making, making fairness a central ethical and scientific priority. We developed the Themis chatbot, a Large Language Model (LLM) system designed to explain concepts of ML fairness in an accessible, conversation…