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Cross-Work Theme Identification in Long Novels via Nonnegative Tensor Factorization

Identifying the major themes and recurring motifs of an author’s long novels is a basic task in literary studies. To support this task in a scalable way while retaining within-novel narrative variation, we model an author corpus as a third-order nonnegative tensor indexed by <i>work</i> × <i>narrati...

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Bibliografische gegevens
Hoofdauteurs: Yiying Chen, Maosheng Liu, Yuning Yang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2026-03-01
Reeks:Mathematics
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Online toegang:https://www.mdpi.com/2227-7390/14/7/1106
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