gumbel.tex (692B)
1 \begin{frame}{Gumbel--Softmax Model}% 2 \begin{equation*} 3 \pi_r = \frac{(\exp(y_r)+\rndm{G}_r)\divslash\tau}{\sum_{r'\in\relationSet}(\exp(y_{r'})+\rndm{G}_{r'})\divslash\tau} 4 \end{equation*} 5 6 \bigskip 7 8 \centering% 9 \begin{tabular}{c r r r r r r r} 10 \toprule 11 \multirow{2}{*}{Confidence} & \multicolumn{3}{c}{\bcubed} & \multicolumn{3}{c}{V-measure} & \multirow{2}{*}{\textsc{ari}} \\ 12 \cmidrule(lr){2-4}\cmidrule(lr){5-7} 13 & \fone & Prec. & Rec. & \fone & Hom. & Comp. & \\ 14 \midrule 15 \loss{s} regularization & 39.4 & 32.2 & 50.7 & 38.3 & 32.2 & 47.2 & 33.8 \\ 16 Gumbel--Softmax & 35.0 & 29.9 & 42.2 & 33.2 & 28.3 & 40.2 & 25.1 \\ 17 \bottomrule 18 \end{tabular}% 19 \end{frame}