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Improving Probabilistic Models In Text Classification Via Active Learning.

Social scientists often classify text documents to use the resulting labels as an outcome or a predictor in empirical research. Automated text classification has become a standard tool since it requires less human coding. However, scholars still need many human-labeled documents for training. To red...

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Publicado en:American Political Science Review Vol. 119; no. 2; pp. 985 - 1003
Autores principales: BOSLEY, MITCHELL, KUZUSHIMA, SAKI, ENAMORADO, TED, SHIRAITO, YUKI
Formato: Artículo
Publicado: Cambridge University Press May2025
Materias:
Social scientists
Empirical research
Active learning
Scholars
Classification algorithms
Published articles
Acceso en línea:Ver este registro en EBSCOhost