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English(EN) CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph

CORTEX框架将网络规模语料库构建成知识图谱

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员推出CORTEX，一个旨在将网络规模语料库组织成结构化知识图谱的新型框架，超越了传统的扁平化文档集合。这种本体语料库图（OCG）方法统一了质量精炼的内容层、LLM驱动的本体层和跨域对齐层。该框架被用于创建CortexBench，一个评估了八个前沿LLM的基准，证明了CORTEX在质量精炼、领域组织和跨域数据合成方面的有效性。 AI

影响 该框架能够为LLM提供更复杂、更具针对性的训练数据，可能带来模型性能的提升和专业能力的增强。

排序理由 该集群描述了一篇研究论文，详细介绍了一个新的语料库组织框架和基准。

在 arXiv cs.CL 阅读 →

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CORTEX框架将网络规模语料库构建成知识图谱

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Research
该集群描述了一篇研究论文，详细介绍了一个新的语料库组织框架和基准。
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2 independent sources
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paper, infra
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报道来源 [2]

  1. arXiv cs.CL TIER_1 English(EN) · Chengtao Gan, Xiaoke Guo, Yushan Zhu, Zhaoyan Gong, Zhiqiang Liu, Songze Li, Huajun Chen, Wen Zhang ·

    CORTEX：通过本体论语料库图实现网络规模语料库的高质量跨领域组织

    arXiv:2606.30175v1 Announce Type: new Abstract: The continuous evolution of large language models drives escalating demands on data scale and quality, and as different training stages impose increasingly tailored data requirements, systematic organization of high-quality corpora …

  2. arXiv cs.CL TIER_1 English(EN) · Wen Zhang ·

    CORTEX：通过本体论语料库图实现大规模网络语料的跨领域高质量组织

    The continuous evolution of large language models drives escalating demands on data scale and quality, and as different training stages impose increasingly tailored data requirements, systematic organization of high-quality corpora becomes indispensable. Existing corpus construct…

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