Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs.

@inproceedings{huang-2026-towards, author = {Jiani Huang and Shijie Wang and Liangbo Ning and Wenqi Fan and Shuaiqiang Wang and Dawei Yin and Qing Li}, title = {{Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs}}, booktitle = {{Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026}}, pages = {217--226}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3773966.3777954}, doi = {https://doi.org/10.1145/3773966.3777954} }