Mitigating Bias in Large Language Model Based Question Answering through Causal Front Door Prompting.

@inproceedings{voorhees-2026-mitigating, author = {Ellen M. Voorhees and Yaqi Yang and Steven M. Beitzel and Ziqi Xu and Ellen M. Voorhees and Yaqi Yang and Steven M. Beitzel and Ziqi Xu and Eric C. Jensen and Jie Li and Eric C. Jensen and Jie Li and Abdur Chowdhury and Chenglong Ma and Abdur Chowdhury and Chenglong Ma and David A. Grossman and Jeffrey Chan and David A. Grossman and Jeffrey Chan and Mark Sanderson and Ophir Frieder and Mark Sanderson and Ophir Frieder and Xin Zheng and Yongli Ren}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Mitigating Bias in Large Language Model Based Question Answering through Causal Front Door Prompting}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2208--2218}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809679}, doi = {https://doi.org/10.1145/3805712.3809679} }