一作ACL 2026Poster· Natural Language Processing
S hop S imulator: Evaluating and Exploring RL -Driven LLM Agent for Shopping Assistants
Pei Wang · Yanan Wu · Xiaoshuai Song · Weixun Wang · Gengru Chen · Zhongwen Li · Kezhong Yan · Qi Liu · Ken Deng · Shuaibing Zhao · Shaopan Xiong · Xuepeng Liu · Xuefeng Chen · Wanxi Deng · Wenbo Su · Zerui Huang (Taobao &
摘要
Large language model (LLM)-based agents are increasingly deployed in e-commerce shopping. To perform thorough, user-tailored product searches, agents should interpret personal preferences, engage in multi-turn dialogues, and ultimately retrieve and discriminate among highly similar products. Howe...