Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems.

@inproceedings{rui-2025-action, author = {Renting Rui and Yunjia Xi and Weiwen Liu and Jianghao Lin and Bo Chen and Ruiming Tang and Weinan Zhang and Yong Yu}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems}}, 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 = {53--63}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729885}, doi = {https://doi.org/10.1145/3726302.3729885} }