Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders. - Wei-Hsiang Huang; Chen-Wei Ke; Wei-Ning Chiu; Yu-Xuan Su; Chun-Chun Yang; Chieh-Yuan Cheng; Yun-Nung Chen; Pu-Jen Cheng (CoRR, 2025)