Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.

@inproceedings{kim-2025-reviewdriven, author = {Jieyong Kim and Hyunseo Kim and Hyunjin Cho and SeongKu Kang and Buru Chang and Jinyoung Yeo and Dongha Lee}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {1697--1706}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730055}, doi = {https://doi.org/10.1145/3726302.3730055} }