Is ETHICS about ethics? Evaluating the ETHICS benchmark
Computers and Society
2024-11-27 v2
Abstract
ETHICS is probably the most-cited dataset for testing the ethical capabilities of language models. Drawing on moral theory, psychology, and prompt evaluation, we interrogate the validity of the ETHICS benchmark. Adding to prior work, our findings suggest that having a clear understanding of ethics and how it relates to empirical phenomena is key to the validity of ethics evaluations for AI.
Keywords
Cite
@article{arxiv.2410.13009,
title = {Is ETHICS about ethics? Evaluating the ETHICS benchmark},
author = {Leif Hancox-Li and Borhane Blili-Hamelin},
journal= {arXiv preprint arXiv:2410.13009},
year = {2024}
}