RealWorldShop: Benchmarking and Improving Conversational Shopping Agents in Real-World E-commerce.

arXiv:2609.38974v1 Announce Type: new Abstract: Large language models are reshaping ecommerce from static recommenders into interactive shopping assistants, yet real-world shopping requires session-level decision support: users reveal and revise constraints, c