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English(EN) ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases

面向ESG信息提取的新韩国数据集发布

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了ESG-Kor，一个新发布的韩国数据集，旨在从企业可持续性报告中提取环境、社会和治理（ESG）信息。该数据集包含超过118,000个句子，根据ESG评级机构的规则进行了细致标注。使用各种韩国预训练语言模型进行的初步测试显示了显著的分类性能，并且通过分析中小企业的文件，进一步证明了该数据集的适用性。 AI

影响 该数据集可以提高AI分析韩国企业可持续性和ESG合规性的能力。

排序理由 该集群描述了一个新的学术数据集及其评估，符合研究类别。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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面向ESG信息提取的新韩国数据集发布

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Tool
该集群描述了一个新的学术数据集及其评估，符合研究类别。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Jaeyoung Lee, Geonyeong Son, Misuk Kim ·

    ESG-Kor：用于ESG相关信息提取和实际用例的韩国数据集

    arXiv:2610.21368v1 Announce Type: cross Abstract: With the expansion of pre-trained language model usage in recent years, the importance of datasets for performing tasks in specialized domains has significantly increased. Therefore, we have built a Korean dataset called ESG-Kor t…

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