@article{
suman2026knowing,
title={Knowing When Not to Answer: Mitigating Social Bias in {LLM}s via Epistemic Abstention},
author={Chanchal Suman and Kapil Rana and Sanjit Kumar and gopendra Vikram singh},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=UT5E31pYob},
note={}
}