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Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks

3d ago
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Alibaba researchers unveiled SHOPPINGCOMPANIONBENCH, a benchmark for training LLM agents in e-commerce to engage long-term user preferences. Their tool-wise rewards enhance training efficiency and performance, with a lightweight 4B model outperforming rivals. https://arxiv.org/abs/2603.14864

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