From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism.

@inproceedings{zhang-2026-token, author = {Xiaokun Zhang and Bowei He and Jiamin Chen and Ziqiang Cui and Chen Ma}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism}}, 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 = {6700--6708}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792610}, doi = {https://doi.org/10.1145/3774904.3792610} }