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News/RealWorldShop: Benchmarking and Improving Conversational Shopping Agents in Real-World E-commerce
arxiv
PublishedOctober 1, 2026 at 4:00 AM

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

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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, coordinate multiple goals, and expect pro

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