From Prediction to Understanding: Leveraging Reasoning in Large Language Model-based Recommendations.

@inproceedings{chen-2026-prediction, author = {Zhi-Yuan Chen and Siyu Lu and Qiang Liu and Xingxing Wang and Yankai Lin}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{From Prediction to Understanding: Leveraging Reasoning in Large Language Model-based Recommendations}}, 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 = {6171--6182}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792283}, doi = {https://doi.org/10.1145/3774904.3792283} }