Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment.

@inproceedings{lin-2025-navigating, author = {Xinyu Lin and Keqin Bao and Jizhi Zhang and Yang Zhang and Wenjie Wang and Fuli Feng}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment}}, 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 = {4134--4137}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3731696}, doi = {https://doi.org/10.1145/3726302.3731696} }