153 citations · 351 across the 22 of their papers we have counts for
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cs.LG2015★ 8 cited
Utility-Theoretic Ranking for Semi-Automated Text Classification
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
\emph{Semi-Automated Text Classification} (SATC) may be defined as the task of ranking a set of automatically labelled textual documents in such a way that, if a huma…
cs.LG2015★ 66 cited
Optimizing Text Quantifiers for Multivariate Loss Functions
Andrea Esuli, Fabrizio Sebastiani
We address the problem of \emph{quantification}, a supervised learning task whose goal is, given a class, to estimate the relative frequency (or \emph{prevalence}) of the class in…