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Yimang Zhou

Biographic Data

ID4168606
NAMEYimang Zhou
GIVEN NAMESYimang
FAMILY NAMEZhou
SIGNATUREZHOU Y
AFFILIATIONSRenmin University of China
ORCID0000-0002-3346-1175
VERIFIEDYes
TOTAL WORKS2
TOTAL CITATIONS0
AUTHOR COUNT2
EDITOR COUNT0
FIRST PUBLICATION YEAR2024
LATEST PUBLICATION YEAR2024
H-INDEX0
  • Wages and the division between mental and manual labor in China

    Open Access•Bolun Zhang, Yimang Zhou•ARTICLE•World Development•2024•References: 11

  • Can Human Reading Validate a Topic Model

    Open Access•Bolun Zhang, Yimang Zhou et al.•ARTICLE•Sociological Methodology•2024•References: 13

    Validation is at the heart of methodological discussions about topic modeling. The authors argue that validation based on human reading hinges on distinctive words and readers’ labeling of a topic, and it overlooks the probability of conflicting results from semantically similar models, such as regressions or other methods. This runs counter to the presumption that topic modeling can reveal features of documents that have some measurable associat…

No prominent works on this page.

  • Wages and the division between mental and manual labor in China

    Open Access•Bolun Zhang, Yimang Zhou•ARTICLE•World Development•2024•References: 11

  • Can Human Reading Validate a Topic Model

    Open Access•Bolun Zhang, Yimang Zhou et al.•ARTICLE•Sociological Methodology•2024•References: 13

    Validation is at the heart of methodological discussions about topic modeling. The authors argue that validation based on human reading hinges on distinctive words and readers’ labeling of a topic, and it overlooks the probability of conflicting results from semantically similar models, such as regressions or other methods. This runs counter to the presumption that topic modeling can reveal features of documents that have some measurable associat…

Artificial Intelligence (1 works) · Artificial Intelligence (1 works) · China (1 works) · China's Socioeconomic Reforms and Governance (1 works) · Computational and Text Analysis Methods (1 works) · Computer Science (1 works) · Data Analysis with R (1 works) · Data science (1 works) · Division (mathematics (1 works) · Division of labour (1 works)

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