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Yuya Yoshikawa · Ryotaro Shimizu · Takahiro Kawashima · Yuki Saito
Johannes Kruse · Ryotaro Shimizu · Kasper Lindskow · Jon Tofteskov · Michael Riis Andersen · Julian J. McAuley · Jes Frellsen
In this paper, we present ZoRRO (Zero-Weight Personalized Recommender System), a zero-weight and training-free framework for personalized news recommendation designed for scalable real-world deployment. We show that ZoRRO outperforms strong neural baselines in offline ranking evaluations and deli...
Ryotaro Shimizu · Sai Htaungkham · Shion Sakurai · Yuki Shimizu
We report an evaluation benchmark for assessing the operational suitability of Vision-Language Models (VLMs) in fashion e-commerce. General-purpose benchmarks do not adequately cover fashion-specific attributes or the structured extraction tasks common in e-commerce workflows. We define five task...