LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation.

@inproceedings{hou-2025-leadfairrec, author = {Yimin Hou and Yue Kou and Derong Shen and Xiangmin Zhou and Dong Li and Tiezheng Nie and Ge Yu}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {867--876}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761126}, doi = {https://doi.org/10.1145/3746252.3761126} }