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English(EN) Interactor: Agentic RL oriented Iterative Creation for Ad Description Generation in Sponsored Search

Interactor框架使用代理强化学习进行广告描述生成

一个名为Interactor的新框架已被开发用于在搜索广告中生成广告描述。该系统使用代理强化学习,根据生成奖励模型的反馈来迭代地优化描述。Interactor自2026年5月起在一个领先的搜索广告系统中部署,已在创建知识丰富且忠实的广告描述方面展现出卓越的性能,对广告收入和用户体验产生了积极影响。 AI

影响 通过人工智能驱动的描述生成,增强了广告相关性和用户体验。

排序理由 该集群包含一篇在arXiv上发表的研究论文,详细介绍了广告描述生成的新框架。

在 arXiv cs.IR (Information Retrieval) 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

报道来源 [2]

  1. arXiv cs.CL TIER_1 English(EN) · Penghui Wei, Jiayu Wu, Chao Ye, Zhi Guo, Shuanglong Li, Lin Liu ·

    Interactor: Agentic RL oriented Iterative Creation for Ad Description Generation in Sponsored Search

    arXiv:2606.15911v1 Announce Type: new Abstract: This paper focuses on automatically generating informative ad descriptions in sponsored search. Unlike ad titles which are usually optimized to attract user click feedbacks, ad descriptions have a longer text span and possess the po…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Lin Liu ·

    Interactor: Agentic RL oriented Iterative Creation for Ad Description Generation in Sponsored Search

    This paper focuses on automatically generating informative ad descriptions in sponsored search. Unlike ad titles which are usually optimized to attract user click feedbacks, ad descriptions have a longer text span and possess the potential of incorporating world knowledge to addr…