一作SIGIR 2026Oral· Information Retrieval (Full)
Large-Scale Online Learning for Generative List Recommendation in E-commerce: An Environment Policy Optimization Approach
Yuan Wang · Zhiyu li · Ang Gao · Changshuo Zhang · Xiao Zhang · Jun Xu · Quan Lin
摘要
Generative List Recommendation (GLR) models have shown superior performance in E-commerce by directly generating high-quality recommendation lists through sequential item selection. While Online Learning (OL) has proven valuable for streaming point-wise recommendation models in adapting to dynami...