Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights.

@inproceedings{li-2025-exploring, author = {Ruyu Li and Wenhao Deng and Yu Cheng and Zheng Yuan and Jiaqi Zhang and Fajie Yuan}, 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 = {{Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1643--1653}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761429}, doi = {https://doi.org/10.1145/3746252.3761429} }