2 papers
cs.IR2025
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling
Wenji Zhou, Yuhang Zheng, Yinfu Feng +5
Long-term user behavior sequences are a goldmine for businesses to explore users' interests to improve Click-Through Rate. However, it is very challenging to accurately capture use…
cs.IR2024
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search
Yanjing Wu, Yinfu Feng, Jian Wang +4
Leveraging generative retrieval (GR) techniques to enhance search systems is an emerging methodology that has shown promising results in recent years. In GR, a text-to-text model m…