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新基准衡量来自电子商务行为的消费者价值

研究人员推出了 Behavior2Value (B2V),这是一项新的任务和基准,旨在通过电子商务行为数据衡量消费者价值。B2V-Bench 数据集源自匿名的淘宝日志,包含 25 种购买行为及其相关的消费者价值取向。为了提高准确性,他们还开发了 B2V-Verifier 模型,该模型使用价值验证微调来评估价值推断的证据支持,在多标签分类任务中比强大的 LLM 基线提高了 34%。 AI

影响 这项研究通过理解超越即时购买意图的更深层次用户动机,可以实现更个性化的电子商务体验。

排序理由 该集群包含一篇介绍特定研究领域新任务、基准和模型的学术论文。

在 arXiv cs.CL 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新基准衡量来自电子商务行为的消费者价值

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该集群包含一篇介绍特定研究领域新任务、基准和模型的学术论文。
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报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Peixuan Hou, Bin Chen, Li He, Jian Xu, Bo Zheng, Xiuli Ma, Guojie Song ·

    Behavior2Value:对标并赋能大语言模型,以衡量电商行为中的消费者价值

    arXiv:2609.18203v1 Announce Type: new Abstract: Human values are deep motivational orientations that shape human behaviors. In e-commerce, they reveal the stable drivers behind users' purchase decisions. Compared with short-term interests, consumer values better explain how users…