PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs.

@inproceedings{wang-2026-purifai, author = {Guoqing Wang and Wei Chu and Charu C. Aggarwal and Xiaofei Xie and Zhao Zhang and Zeyu Sun and Charu C. Aggarwal and Xiaofei Xie and Yizhou Chen and Guoqing Wang and Wei Chu and Yanchao Tan and Dan Hao}, 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 = {{PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {1914--1924}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809751}, doi = {https://doi.org/10.1145/3805712.3809751} }