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English(EN) Bringing Agentic Search to Earth Observation Data Discovery

Agentic搜索系统增强NASA地球观测数据发现

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了一个Agentic搜索系统，旨在改进从NASA广泛档案中发现地球观测数据的能力。该系统利用大型语言模型和知识图谱来解释自然语言查询并识别相关数据集和工具。为了评估其有效性，创建了一个名为NASA-EO-Bench的开放基准，包含47,000个查询-数据集对。该系统在检索准确性方面表现出显著的改进，优于传统方法，并通过Agentic重新排序阶段进一步增强。 AI

影响 该Agentic搜索系统可以通过使海量数据集更易于访问来简化科学研究，从而可能加速地球科学领域的发现。

排序理由 该集群包含一篇详细介绍新系统和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

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

Agentic搜索系统增强NASA地球观测数据发现

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该集群包含一篇详细介绍新系统和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Minghan Yu, Youran Sun, Chugang Yi, Yixin Wen, Haizhao Yang ·

    将智能体搜索引入地球观测数据发现

    arXiv:2607.02387v1 Announce Type: cross Abstract: NASA and its data centers hold thousands of geoscience datasets and tools like Worldview, Giovanni, the Science Discovery Engine, and Harmony. Finding the right one is hard even for domain experts. We present an agentic search sys…

  2. arXiv cs.LG TIER_1 English(EN) · Haizhao Yang ·

    将智能体式搜索引入地球观测数据发现

    NASA and its data centers hold thousands of geoscience datasets and tools like Worldview, Giovanni, the Science Discovery Engine, and Harmony. Finding the right one is hard even for domain experts. We present an agentic search system, deployed as a public service for the geoscien…

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