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arXiv cs.CL· Nikita Ganziuk, Innokentiy S. Humonen, Ilya Makarov, Pavel Lebedev·· 12 小时前AI 评分21

MythoSemantic:跨神话与宗教传统语义平行发现的交互系统

MythoSemantic: An Interactive System for Discovering Semantic Parallels Across Mythological and Religious Traditions

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MythoSemantic 是一个用于神话与宗教文本比较研究的交互式工具,借助神经语言模型将文本嵌入共享语义空间,让用户在界面中跨文化传统查找语义平行片段。嵌入片段形成的语义结构,其粗粒度几何与有据可查的传统间历史关系相吻合,研究还量化了词汇重叠与专有名词对该几何结构的解释程度。系统已提供在线访问与可安装包。

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Abstract:We present a tool for the comparative study of mythological and religious texts. Traditional manual analysis is highly labor-intensive and difficult to scale. To address this, we use neural language models to embed texts into a shared semantic space, so that users can find semantic parallels across cultural traditions in an interactive interface. Embedded fragments form distinct semantic structures whose coarse geometry aligns with well-documented historical relations between traditions. We quantify how much of that geometry is already explained by lexical overlap and by proper names. The current system is available at this https URL, and the installable package is available at this https URL.
Comments: 12 pages, 4 figures, 8 tables
Subjects: Computation and Language (cs.CL)
ACM classes: I.2.7; H.3.3; J.5
Cite as: arXiv:2610.28452 [cs.CL]
  (or arXiv:2610.28452v1 [cs.CL] for this version)
  https://doi.org/10.48550/arXiv.2610.28452

arXiv-issued DOI via DataCite (pending registration)

Submission history

From: Innokentiy Humonen S [view email]
[v1] Tue, 20 Oct 2026 16:11:21 UTC (2,162 KB)

来源:arXiv cs.CL · arxiv.org