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合并分支 'caorunzhe' 到 'master' 

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Chapter13/Figures/figure-bpe.tex
...@@ -21,7 +21,7 @@ ...@@ -21,7 +21,7 @@
\node[node,font=\scriptsize,anchor = north,fill=ugreen!5,drop shadow] (dict) at ([xshift = 5em,yshift = -5em]node6.south){\begin{tabular}{llllll} \node[node,font=\scriptsize,anchor = north,fill=ugreen!5,drop shadow] (dict) at ([xshift = 5em,yshift = -5em]node6.south){\begin{tabular}{llllll}
\multirow{3}{*}{符号合并表:} & ('e','s') & ('es','t') & ('est','$<$e$>$') & ('l','o') & ('lo','w') \\ \multirow{3}{*}{符号合并表:} & ('e','s') & ('es','t') & ('est','$<$e$>$') & ('l','o') & ('lo','w') \\
& ('low','$<$e$>$') & ('n','e') & ('ne','w') & ('new','est$<$e$>$') & ('w','i') \\ & ('n','e') & ('ne','w') & ('new','est$<$e$>$') & ('low','$<$e$>$') & ('w','i') \\
& ('wi','d') & ('wid','est$<$e$>$') & ('low','e') & ('lowe','r') & ('lower','$<$e$>$') & ('wi','d') & ('wid','est$<$e$>$') & ('low','e') & ('lowe','r') & ('lower','$<$e$>$')
\end{tabular}}; \end{tabular}};
......
Chapter13/Figures/figure-computation-of-dropout.tex
...@@ -7,7 +7,7 @@ ...@@ -7,7 +7,7 @@
\tikzstyle{neuronnode} = [minimum size=1.8em,circle,draw,very thick,ublue,inner sep=0pt, fill=white,align=center] \tikzstyle{neuronnode} = [minimum size=1.8em,circle,draw,very thick,ublue,inner sep=0pt, fill=white,align=center]
%standard %standard
\node [neuronnode] (neuron_b) at (0,0) {\scriptsize{$b_{i}^{l}$}}; \node [neuronnode] (neuron_b) at (0,0) {\scriptsize{$b^{l}$}};
\node [neuronnode] (neuron_y3) at (0,-1*\neuronsep) {\scriptsize{$x_{3}^{l}$}}; \node [neuronnode] (neuron_y3) at (0,-1*\neuronsep) {\scriptsize{$x_{3}^{l}$}};
\node [neuronnode] (neuron_y2) at (0,-2*\neuronsep) {\scriptsize{$x_{2}^{l}$}}; \node [neuronnode] (neuron_y2) at (0,-2*\neuronsep) {\scriptsize{$x_{2}^{l}$}};
\node [neuronnode] (neuron_y1) at (0,-3*\neuronsep) {\scriptsize{$x_{1}^{l}$}}; \node [neuronnode] (neuron_y1) at (0,-3*\neuronsep) {\scriptsize{$x_{1}^{l}$}};
...@@ -25,7 +25,7 @@ ...@@ -25,7 +25,7 @@
\draw [->,line width=0.3mm] (neuron_z.east) -- (neuron_y'.west); \draw [->,line width=0.3mm] (neuron_z.east) -- (neuron_y'.west);
%dropout %dropout
\node [neuronnode] (drop_neuron_b) at (5*\nodespace,0) {\scriptsize{$b_{i}^{l}$}}; \node [neuronnode] (drop_neuron_b) at (5*\nodespace,0) {\scriptsize{$b^{l}$}};
\node [neuronnode] (drop_neuron_y3') at (5*\nodespace,-1*\neuronsep) {\scriptsize{$\tilde{x}_{3}^{l}$}}; \node [neuronnode] (drop_neuron_y3') at (5*\nodespace,-1*\neuronsep) {\scriptsize{$\tilde{x}_{3}^{l}$}};
\node [neuronnode] (drop_neuron_y2') at (5*\nodespace,-2*\neuronsep) {\scriptsize{$\tilde{x}_{2}^{l}$}}; \node [neuronnode] (drop_neuron_y2') at (5*\nodespace,-2*\neuronsep) {\scriptsize{$\tilde{x}_{2}^{l}$}};
\node [neuronnode] (drop_neuron_y1') at (5*\nodespace,-3*\neuronsep) {\scriptsize{$\tilde{x}_{1}^{l}$}}; \node [neuronnode] (drop_neuron_y1') at (5*\nodespace,-3*\neuronsep) {\scriptsize{$\tilde{x}_{1}^{l}$}};
...@@ -60,12 +60,12 @@ ...@@ -60,12 +60,12 @@
%equ %equ
\node [anchor=west,inner sep = 2pt] (line1) at (9*\nodespace,0) {未应用Dropout：}; \node [anchor=west,inner sep = 2pt] (line1) at (9*\nodespace,0) {未应用Dropout：};
\node [anchor=north west,inner sep = 2pt] (line2) at (line1.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \mathbf{x}^{l} + b_{i}^{l}$}; \node [anchor=north west,inner sep = 2pt] (line2) at (line1.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \mathbf{x}^{l} + b^{l}$};
\node [anchor=north west,inner sep = 2pt] (line3) at (line2.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$}; \node [anchor=north west,inner sep = 2pt] (line3) at (line2.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$};
\node [anchor=north west,inner sep = 2pt] (line4) at (line3.south west) {应用Dropout：}; \node [anchor=north west,inner sep = 2pt] (line4) at (line3.south west) {应用Dropout：};
\node [anchor=north west,inner sep = 2pt] (line5) at (line4.south west) {$r_{j}^{l} \sim$ Bernoulli $(1-p)$}; \node [anchor=north west,inner sep = 2pt] (line5) at (line4.south west) {$r_{j}^{l} \sim$ Bernoulli $(1-p)$};
\node [anchor=north west,inner sep = 2pt] (line6) at (line5.south west) {$\tilde{\mathbf{x}}=\mathbf{r} * \mathbf{x}$}; \node [anchor=north west,inner sep = 2pt] (line6) at (line5.south west) {$\tilde{\mathbf{x}}=\mathbf{r} * \mathbf{x}$};
\node [anchor=north west,inner sep = 2pt] (line7) at (line6.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \widetilde{\mathbf{x}}^{l} + b_{i}^{l}$}; \node [anchor=north west,inner sep = 2pt] (line7) at (line6.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \widetilde{\mathbf{x}}^{l} + b^{l}$};
\node [anchor=north west,inner sep = 2pt] (line8) at (line7.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$}; \node [anchor=north west,inner sep = 2pt] (line8) at (line7.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$};
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
Chapter13/Figures/figure-unk-of-bpe.tex
\begin{tikzpicture} \begin{tikzpicture}
\node[rounded corners=3pt,minimum width=1.0em,minimum height=2.0em,font=\scriptsize,fill=green!5,drop shadow,thick,draw](top) at (0,0) { \node[rounded corners=3pt,minimum width=1.0em,minimum height=2.0em,font=\scriptsize,fill=green!5,drop shadow,thick](top) at (0,0) {
\begin{tabular}{ll} \begin{tabular}{lllllll}
\multicolumn{2}{c}{BPE词表:} \\ \multicolumn{7}{c}{符号合并表} \\
errrr$<$e$>$ & tain$<$e$>$ \\ r\ $<$e$>$, & e\ s, & l\ o, & es\ t, & lo\ w, & est\ $<$e$>$, & e\ r$<$e$>$,
moun & est$<$e$>$ \\
high & the$<$e$>$ \\
a$<$e$>$ &
\end{tabular} \end{tabular}
}; };
\node[font=\scriptsize,anchor=west] (node1) at ([xshift=0.5em,yshift=1em]top.east) {原始序列：}; \node[font=\footnotesize,anchor=north] (l1) at ([xshift=0em,yshift=-1em]top.south) {(a) 符号合并表};
\node[font=\scriptsize,anchor=west] (this) at (node1.east) {"this$<$e$>$" ,}; \node[font=\scriptsize,anchor=west] (n1) at ([xshift=-6em,yshift=-6em]top.west) {l\ o\ w\ e\ r\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (highest) at (this.east) {"highest$<$e$>$",}; \node[font=\scriptsize,anchor=west] (n2) at ([xshift=2.6em]n1.east) {l\ o\ w\ e\ {\red r$<$e$>$}};
\node[font=\scriptsize,anchor=west] (mountain) at (highest.east) { "mountain$<$e$>$"}; \node[font=\scriptsize,anchor=west] (n3) at ([xshift=2.6em]n2.east) {{\red lo}\ w\ e\ r$<$e$>$};
\node[font=\scriptsize,anchor=west] (n4) at ([xshift=2.6em]n3.east) {{\red low}\ e\ r$<$e$>$};
\node[font=\scriptsize,anchor=west] (n5) at ([xshift=2.6em]n4.east) {low\ {\red er$<$e$>$}};
\node[font=\scriptsize,anchor=west] (node2) at ([yshift=-1.5em]node1.south west) {BPE切分：}; \node[font=\scriptsize,anchor=west] (t1) at ([yshift=-1.5em]n1.south west) {l\ o\ w\ e\ s\ t\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (unk) at (node2.east) {"$<$unk$>$",}; \node[font=\scriptsize,anchor=west] (t2) at ([xshift=0.8em]t1.east) {l\ o\ w\ {\red es}\ t\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (high) at (unk.east) {"high",}; \node[font=\scriptsize,anchor=west] (t3) at ([xshift=0.8em]t2.east) {{\red lo}\ w\ es\ t\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (est) at (high.east) {"est$<$e$>$",}; \node[font=\scriptsize,anchor=west] (t4) at ([xshift=0.8em]t3.east) {lo\ w\ {\red est}\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (moun) at (est.east) {"moun",}; \node[font=\scriptsize,anchor=west] (t5) at ([xshift=0.8em]t4.east) {{\red low}\ est\ $<$e$>$};
\node[font=\scriptsize,anchor=west] (tain) at (moun.east) {"tain$<$e$>$"}; \node[font=\scriptsize,anchor=west] (t6) at ([xshift=0.8em]t5.east) {low\ {\red est$<$e$>$}};
\node[font=\footnotesize,anchor=north] (l2) at ([xshift=1.5em,yshift=-1em]t3.south) {(b) 合并样例};
%\draw[->,thick](node1.south) -- ([xshift=-1.0em]node2.north); \draw[->,thick](n1.east) -- (n2.west);
\draw[->,thick]([xshift=-0.2em]this.south) -- (unk); \draw[->,thick](n2.east) -- (n3.west);
\draw[->,thick](highest.south) -- (high); \draw[->,thick](n3.east) -- (n4.west);
\draw[->,thick](highest.south) -- (est); \draw[->,thick](n4.east) -- (n5.west);
\draw[->,thick](mountain.south) -- (moun);
\draw[->,thick](mountain.south) -- (tain); \draw[->,thick](t1.east) -- (t2.west);
\draw[->,thick](t2.east) -- (t3.west);
\draw[->,thick](t3.east) -- (t4.west);
\draw[->,thick](t4.east) -- (t5.west);
\draw[->,thick](t5.east) -- (t6.west);
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
Chapter14/Figures/figure-3vs.tex
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{decoder} = [rectangle,thick,rounded corners,minimum width=5cm,minimum height=0.6cm,text centered,draw=black!70,fill=blue!15] \tikzstyle{decoder} = [rectangle,thick,rounded corners,minimum width=5cm,minimum height=0.6cm,text centered,draw=black,fill=blue!15]
\begin{scope} \begin{scope}
\node (aa)[decoder] at (0,0) {}; \node (aa)[decoder] at (0,0) {};
...@@ -33,7 +33,7 @@ ...@@ -33,7 +33,7 @@
\draw [->,thick]([yshift=-1.15em]y2a.south) to (y2a.south); \draw [->,thick]([yshift=-1.15em]y2a.south) to (y2a.south);
\draw [->,thick]([yshift=-1.15em]y3a.south) to (y3a.south); \draw [->,thick]([yshift=-1.15em]y3a.south) to (y3a.south);
\draw [->,thick]([yshift=-1.15em]y4a.south) to (y4a.south); \draw [->,thick]([yshift=-1.15em]y4a.south) to (y4a.south);
\draw [->,thick]([yshift=-1.15em]eos.south) to (eos.south); \draw [->,thick]([yshift=-1.2em]eos.south) to (eos.south);
\end{scope} \end{scope}
\begin{scope}[yshift=-1.55in] \begin{scope}[yshift=-1.55in]
...@@ -45,7 +45,7 @@ ...@@ -45,7 +45,7 @@
\node (y3y4a)[rectangle,anchor=north,inner sep=0.25em,densely dashed,draw] at ([yshift=2.6em]aa.north) {$y_3\;y_4$}; \node (y3y4a)[rectangle,anchor=north,inner sep=0.25em,densely dashed,draw] at ([yshift=2.6em]aa.north) {$y_3\;y_4$};
\node (y1y2a)[rectangle,anchor=west,inner sep=0.25em,densely dashed,draw] at ([xshift=-4.7em]y3y4a.west) {$y_1\;y_2$}; \node (y1y2a)[rectangle,anchor=west,inner sep=0.25em,densely dashed,draw] at ([xshift=-4.7em]y3y4a.west) {$y_1\;y_2$};
\node (eos)[anchor=east] at ([xshift=4.7em]y3y4a.east) {\small{<eos>}}; \node (eos)[anchor=east] at ([xshift=4.85em]y3y4a.east) {\small{<eos>}};
\draw [->,very thick,dotted] ([xshift=-0em]y1y2a.east) .. controls +(east:0.5) and +(west:0.5) ..([xshift=0em]y1y2b.west); \draw [->,very thick,dotted] ([xshift=-0em]y1y2a.east) .. controls +(east:0.5) and +(west:0.5) ..([xshift=0em]y1y2b.west);
\draw [->,very thick,dotted] ([xshift=-0em]y3y4a.east) .. controls +(east:0.5) and +(west:0.5) ..([xshift=0em]y3y4b.west); \draw [->,very thick,dotted] ([xshift=-0em]y3y4a.east) .. controls +(east:0.5) and +(west:0.5) ..([xshift=0em]y3y4b.west);
...@@ -58,7 +58,7 @@ ...@@ -58,7 +58,7 @@
\draw [->,thick]([yshift=-1.5em]y1y2a.south) to ([yshift=-0.02em]y1y2a.south); \draw [->,thick]([yshift=-1.5em]y1y2a.south) to ([yshift=-0.02em]y1y2a.south);
\draw [->,thick]([yshift=-1.5em]y3y4a.south) to ([yshift=-0.02em]y3y4a.south); \draw [->,thick]([yshift=-1.5em]y3y4a.south) to ([yshift=-0.02em]y3y4a.south);
\draw [->,thick]([yshift=-1.5em]eos.south) to ([yshift=-0.05em]eos.south); \draw [->,thick]([yshift=-1.4em]eos.south) to ([yshift=-0.05em]eos.south);
\end{scope} \end{scope}
\begin{scope}[yshift=-3.1in] \begin{scope}[yshift=-3.1in]
...@@ -79,10 +79,10 @@ ...@@ -79,10 +79,10 @@
\draw [->,thick]([yshift=0em]y3b.north) to ([yshift=1.15em]y3b.north); \draw [->,thick]([yshift=0em]y3b.north) to ([yshift=1.15em]y3b.north);
\draw [->,thick]([yshift=0em]y4b.north) to ([yshift=1.15em]y4b.north); \draw [->,thick]([yshift=0em]y4b.north) to ([yshift=1.15em]y4b.north);
\draw [->,thick]([yshift=-1.15em]y1a.south) to (y1a.south); \draw [->,thick]([yshift=-1.2em]y1a.south) to (y1a.south);
\draw [->,thick]([yshift=-1.15em]y2a.south) to (y2a.south); \draw [->,thick]([yshift=-1.2em]y2a.south) to (y2a.south);
\draw [->,thick]([yshift=-1.15em]y3a.south) to (y3a.south); \draw [->,thick]([yshift=-1.2em]y3a.south) to (y3a.south);
\draw [->,thick]([yshift=-1.15em]y4a.south) to (y4a.south); \draw [->,thick]([yshift=-1.2em]y4a.south) to (y4a.south);
\end{scope} \end{scope}
......
Chapter14/Figures/figure-syntax.tex
\begin{tikzpicture} \begin{tikzpicture}
\tikzstyle{encoder} = [rectangle,thick,rounded corners,minimum width=1.9cm,minimum height=1.2cm,text centered,draw=black!70,fill=red!25] \tikzstyle{encoder} = [rectangle,thick,rounded corners,minimum width=1.9cm,minimum height=1.2cm,text centered,draw=black,fill=red!25]
\tikzstyle{autodecoder} = [rectangle,thick,rounded corners,minimum width=3cm,minimum height=1.2cm,text centered,draw=black!70,fill=blue!15] \tikzstyle{autodecoder} = [rectangle,thick,rounded corners,minimum width=3cm,minimum height=1.2cm,text centered,draw=black,fill=blue!15]
\tikzstyle{nonautodecoder} = [rectangle,thick,rounded corners,minimum width=3.4cm,minimum height=1.2cm,text centered,draw=black!70,fill=blue!15] \tikzstyle{nonautodecoder} = [rectangle,thick,rounded corners,minimum width=3.4cm,minimum height=1.2cm,text centered,draw=black!70,fill=blue!15]
\node (encoder)[encoder] at (0,0) {编码器}; \node (encoder)[encoder] at (0,0) {编码器};
......
Chapter14/chapter14.tex
...@@ -114,7 +114,7 @@ ...@@ -114,7 +114,7 @@
\parinterval 自右向左的翻译可以被描述为公式\eqref{eq:14-2}： \parinterval 自右向左的翻译可以被描述为公式\eqref{eq:14-2}：
\begin{eqnarray} \begin{eqnarray}
\funp{P}(\seq{y}\vert\seq{x}) &=&\prod_{j=1}^n \funp{P}(y_{j}\vert\seq{y}_{>j},\seq{x}) \funp{P}(\seq{y}\vert\seq{x}) &=&\prod_{j=1}^n \funp{P}(y_{n+1-j}\vert\seq{y}_{>n+1-j},\seq{x})
\label{eq:14-2} \label{eq:14-2}
\end{eqnarray} \end{eqnarray}
...@@ -536,7 +536,7 @@ b &=& \omega_{\textrm{high}}\cdot |\seq{x}| \label{eq:14-4} ...@@ -536,7 +536,7 @@ b &=& \omega_{\textrm{high}}\cdot |\seq{x}| \label{eq:14-4}
\begin{figure}[htp] \begin{figure}[htp]
\centering \centering
\input{./Chapter14/Figures/figure-3vs} \input{./Chapter14/Figures/figure-3vs}
\caption{自回归、半自回归和非自回归模型\upcite{Wang2018SemiAutoregressiveNM}} \caption{自回归、半自回归和非自回归解码对比\upcite{Wang2018SemiAutoregressiveNM}}
\label{fig:14-20} \label{fig:14-20}
\end{figure} \end{figure}
%---------------------------------------------- %----------------------------------------------
......
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