When to Invoke: Refining LLM Fairness with Toxicity Assessment.

@inproceedings{ren-2026-invoke, author = {Jing Ren and Bowen Li and Ziqi Xu and Renqiang Luo and Shuo Yu and Xin Ye and Haytham Fayek and Xiaodong Li and Feng Xia}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{When to Invoke: Refining LLM Fairness with Toxicity Assessment}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {9275--9285}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3793061}, doi = {https://doi.org/10.1145/3774904.3793061} }