deep fail.tex (2456B)
1 \begin{frame}{Using a Deep Encoder: NYT+FB Results} 2 \begin{block}{Experimental Setup} 3 \begin{minipage}{6cm} 4 We introduced: 5 \begin{itemize} 6 \item 2 metrics (V-measure, ARI) 7 \item 2 datasets (T-RExes) 8 \end{itemize} 9 \end{minipage}% 10 \hfill% 11 \begin{minipage}{7cm} 12 \begin{description} 13 \item[\bcubed] Similar to standard \fone{} 14 \item[V-measure] Entropic \fone{} 15 \item[ARI] Pair of samples consistency 16 \end{description} 17 \end{minipage}% 18 \end{block} 19 20 \bigskip 21 22 \centering% 23 {\usebeamercolor[fg]{alerted text}% 24 \begin{tikzpicture}[ 25 remember picture, 26 overlay, 27 highlight/.style={fill=fg!30!white, inner sep=0.5mm}, 28 ] 29 \only<2>{\node[highlight, fit=(deepfail-c11) (deepfail-c11-|deepfail-c21.west) (deepfail-c29)] {};} 30 \only<3>{\node[highlight, fit=(deepfail-c31) (deepfail-c32) (deepfail-c31-|deepfail-c21.west) (deepfail-c39)] {};} 31 \only<4>{\node[highlight, fit=(deepfail-c41) (deepfail-c42) (deepfail-c41-|deepfail-c21.west) (deepfail-c49)] {};} 32 \end{tikzpicture}}% 33 \begin{tabular}[b]{c c r r r r r r r} 34 \toprule 35 \multicolumn{2}{c}{Model} & \multicolumn{3}{c}{\bcubed} & \multicolumn{3}{c}{V-measure} & \multirow{2}{*}{\textsc{ari}} \\ 36 \cmidrule(lr){1-2}\cmidrule(lr){3-5}\cmidrule(lr){6-8} 37 Classifier & Reg. & \fone & Prec. & Rec. & \fone & Hom. & Comp. & \\ 38 \midrule 39 \tikzmarknode{deepfail-c11}{rel-LDA} & & 29.1 & 24.8 & 35.2 & 30.0 & 26.1 & 35.1 & \tikzmarknode{deepfail-c19}{13.3} \\ 40 \tikzmarknode{deepfail-c21}{rel-LDA1} & & 36.9 & 30.4 & 47.0 & 37.4 & 31.9 & 45.1 & \tikzmarknode{deepfail-c29}{24.2} \\ 41 \tikzmarknode{deepfail-c31}{Linear} & \tikzmarknode{deepfail-c32}{\loss{vae reg}} & 35.2 & 23.8 & 67.1 & 27.0 & 18.6 & 49.6 & \tikzmarknode{deepfail-c39}{18.7} \\ 42 \tikzmarknode{deepfail-c41}{PCNN} & \tikzmarknode{deepfail-c42}{\loss{vae reg}} & 27.6 & 24.3 & 31.9 & 24.7 & 21.2 & 29.6 & \tikzmarknode{deepfail-c49}{15.7} \\ 43 \bottomrule 44 \end{tabular} 45 46 \bigskip 47 \raggedright 48 49 \strut% 50 \only<2>{\citeauthor{rellda} \citefield{rellda}[linkedtitle]{title} \citefield{rellda}{shortseries}~\cite*{rellda}}% 51 \only<3>{\citeauthor{vae_re} \citefield{vae_re}[linkedtitle]{title} \citefield{vae_re}{shortseries}~\cite*{vae_re}}% 52 \only<1-2, 4->{\newline}% 53 \strut% 54 \uncover<4>{\par\vspace{-8mm}\problemBox{Using a deep encoder does not work.}} 55 \end{frame}