合并分支 'mengxia' 到 'caorunzhe'

Mengxia

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Chapter13/Figures/figure-exposure-bias.tex

@@ -25,7 +25,7 @@
 \node [anchor=north] (n11) at ([xshift=0em,yshift=-1em]n3.south) {${{y}}_{j-2}$};
 \node [anchor=north] (n12) at ([xshift=0em,yshift=-1em]n4.south) {${{y}}_{j-1}$};
 
-\node [anchor=north] (n9) at ([xshift=0em,yshift=-3em]n4.south) {\small{(a)训练阶段}};
+\node [anchor=north] (n9) at ([xshift=0em,yshift=-3em]n4.south) {\small{(a) 训练阶段}};
 
 \node [anchor=north] (x1) at ([xshift=0em,yshift=-1em]n1.south) {$\langle$sos$\rangle$};
 
@@ -65,21 +65,22 @@
 
 
 
-\node [anchor=south,minimum width=0.8em,minimum height=1.4em,fill=red!50,inner sep=0pt] (label1) at ([xshift=-0.1em,yshift=0em]y1.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=2.2em,fill=red!50,inner sep=0pt] (label2) at ([xshift=-0.1em,yshift=0em]y2.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=2.8em,fill=red!50,inner sep=0pt] (label3) at ([xshift=-0.1em,yshift=0em]y3.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=3.2em,fill=red!50,inner sep=0pt] (label4) at ([xshift=-0.1em,yshift=0em]y4.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=2.4em,fill=red!50,inner sep=0pt] (label5) at ([xshift=-0.1em,yshift=0em]y5.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=1.7em,fill=red!50,inner sep=0pt] (label6) at ([xshift=-0.1em,yshift=0em]y6.north) {};
-\node [anchor=south,minimum width=0.8em,minimum height=0.4em,fill=red!50,inner sep=0pt] (label8) at ([xshift=-0.1em,yshift=0em]y8.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=1.4em,fill=ugreen!50,inner sep=0pt] (label1) at ([xshift=-0.1em,yshift=0em]y1.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=2.2em,fill=ugreen!50,inner sep=0pt] (label2) at ([xshift=-0.1em,yshift=0em]y2.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=2.8em,fill=ugreen!50,inner sep=0pt] (label3) at ([xshift=-0.1em,yshift=0em]y3.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=3.2em,fill=ugreen!50,inner sep=0pt] (label4) at ([xshift=-0.1em,yshift=0em]y4.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=2.4em,fill=ugreen!50,inner sep=0pt] (label5) at ([xshift=-0.1em,yshift=0em]y5.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=1.7em,fill=ugreen!50,inner sep=0pt] (label6) at ([xshift=-0.1em,yshift=0em]y6.north) {};
+\node [anchor=south,minimum width=0.8em,minimum height=0.4em,fill=ugreen!50,inner sep=0pt] (label8) at ([xshift=-0.1em,yshift=0em]y8.north) {};
 
 
 \begin{pgfonlayer}{background}
 
-\node [rectangle,inner sep=0.1em,rounded corners=5pt,very thick,dotted,draw=red] [fit = (n11) (n12)] (b1) {};
-\node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=red] [fit = (n10) (y1) (y8)] (b2) {};
+\node [rectangle,inner sep=0.1em,rounded corners=5pt,very thick,dotted,draw=ugreen] [fit = (n11) (n12)] (b1) {};
+\node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ugreen] [fit = (n10) (y1) (y8)] (b2) {};
 
-\draw [->,dotted,very thick,red] ([yshift=-0em]b1.east) .. controls +(east:2) and +(west:1) .. (b2.west);
+\draw [->,dotted,very thick,ugreen] ([yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west);
+\node [anchor=east] (inputlabel1) at ([yshift=-0.2em]b1.west) {{\color{red} \footnotesize{人工标注数据}}};
         
 \end{pgfonlayer}
 
@@ -103,7 +104,7 @@
 \node [anchor=south,snode,font=\footnotesize] (n13) at ([xshift=0em,yshift=1em]n1.north) {Softmax};
 \node [anchor=south,ynode] (n14) at ([xshift=0em,yshift=1em]n13.north) {$\tilde{{y}}_{1}$};
 
-\node [anchor=north] (n9) at ([xshift=0em,yshift=-3em]n4.south) {\small{(b)解码阶段}};
+\node [anchor=north] (n9) at ([xshift=0em,yshift=-3em]n4.south) {\small{(b) 推断阶段}};
 
 \node [anchor=north] (n11) at ([xshift=0em,yshift=-1em]n3.south) {$\tilde{{y}}_{j-2}$};
 \node [anchor=north] (n12) at ([xshift=0em,yshift=-1em]n4.south) {$\tilde{{y}}_{j-1}$};
@@ -164,7 +165,8 @@
 
 \node [rectangle,inner sep=0.5em,rounded corners=5pt,very thick,dotted,draw=ublue] [fit = (n10) (y1) (y5)] (b2) {};
 
-\draw [->,dotted,very thick,ublue] ([xshift=-0em,yshift=-0em]b1.east) .. controls +(east:2) and +(west:1) .. (b2.west);
+\draw [->,dotted,very thick,ublue] ([xshift=-0em,yshift=-0em]b1.east) .. controls +(east:1.7) and +(west:1) .. ([xshift=-0.1em]b2.west);
+\node [anchor=east] (inputlabel1) at ([yshift=-0.2em]b1.west) {{\color{red} \footnotesize{系统预测结果}}};
         
 \end{pgfonlayer}
 

Chapter16/Figures/figure-comparison-of-structure-between-gpt-and-bert-model.tex

@@ -103,7 +103,7 @@
 \node [anchor=north] (pos1) at ([xshift=1.5em,yshift=-1.0em]node0-2.south) {\small{(a) GPT模型结构}};
 \node [anchor=north] (pos2) at ([xshift=1.5em,yshift=-1.0em]node0-6.south) {\small{(b) BERT模型结构}};
 
-\node [anchor=south] (ex) at ([xshift=2.1em,yshift=0.5em]node3-1.north) {\small{TRM：transformer}};
+\node [anchor=south] (ex) at ([xshift=2.1em,yshift=0.5em]node3-1.north) {\small{TRM：Transformer}};
 
 
 

Chapter16/Figures/figure-example-of-iterative-back-translation.tex

@@ -60,7 +60,7 @@
 \node [anchor=west,fill=red!20,minimum width=1.5em](d2-1) at ([xshift=-0.0em]d2.east){};
 \node [anchor=west,fill=yellow!20,minimum width=1.5em](d3-1) at ([xshift=-0.0em]d3.east){};
 \node [anchor=north] (d4) at ([xshift=1em]d1.south) {\small{训练：}};
-\node [anchor=north] (d5) at ([xshift=0.5em]d2.south) {\small{推理：}};
+\node [anchor=north] (d5) at ([xshift=0.5em]d2.south) {\small{推断：}};
 \draw [->,thick] ([xshift=0em]d4.east)--([xshift=1.5em]d4.east);
 \draw [->,thick,dashed] ([xshift=0em]d5.east)--([xshift=1.5em]d5.east);
 

Chapter16/Figures/figure-examples-of-comparable-corpora.tex

 \begin{tikzpicture}
 \begin{scope}
-\node [anchor=center] (node1) at (0,0) {\textbf{Machine translation}, sometiomes referred to by the abbreviation \textbf{MT} (not to be };
-\node [anchor=north] (node2) at (node1.south) {confused with computer-aided translation,,machine-aided human translation inter};
+\node [anchor=center] (node1) at (0,0) {\textbf{Machine Translation}, sometimes referred to by the abbreviation \textbf{MT} (not to be };
+\node [anchor=north] (node2) at (node1.south) {confused with computer-aided translation,machine-aided human translation inter};
 \node [anchor=north] (node3) at (node2.south) {-active translation), is a subfield of computational linguistics that investigates the};
 \node [anchor=north] (node4) at ([xshift=-1.8em]node3.south) {use of software to translate text or speech from one language to another.};
 \node [anchor=south] (node5) at ([xshift=-12.8em,yshift=0.5em]node1.north) {\Large{WIKIPEDIA}};

Chapter16/Figures/figure-parameter-initialization-method-diagram.tex

@@ -12,8 +12,8 @@
 \node[node,anchor=west,minimum width=6em,minimum height=2.4em,fill=blue!20,line width=0.6pt] (decoder2) at ([xshift=4em,yshift=0em]decoder1.east){\small 解码器};
 \node[node,anchor=west,minimum width=6em,minimum height=2.4em,fill=blue!30,line width=0.6pt] (decoder3) at ([xshift=3em]decoder2.east){\small 解码器};
 
-\node[anchor=north,font=\scriptsize,fill=yellow!20] (w1) at ([yshift=-1.6em]decoder1.south){知识 \ 就是 \ 力量 \ 。 \ <EOS>};
-\node[anchor=north,font=\scriptsize,fill=green!20] (w3) at ([yshift=-1.6em]decoder3.south){Wissen  \ ist \ Machit \ . \ <EOS>};
+\node[anchor=north,font=\scriptsize,fill=yellow!20] (w1) at ([yshift=-1.6em]decoder1.south){知识 \ 就是 \ 力量 \ 。 \ <eos>};
+\node[anchor=north,font=\scriptsize,fill=green!20] (w3) at ([yshift=-1.6em]decoder3.south){Wissen  \ ist \ Machit \ . \ <eos>};
 \node[anchor=south,font=\scriptsize,fill=orange!20] (w2) at ([yshift=1.6em]encoder1.north){Knowledge \ is \ power \ . };
 \node[anchor=south,font=\scriptsize,fill=orange!20] (w4) at ([yshift=1.6em]encoder3.north){Knowledge \ is \ power \ . };
 

Chapter17/Figures/figure-cache.tex

@@ -18,7 +18,7 @@
 \node[anchor=south,font=\footnotesize,inner sep=0pt] (cache)at ([yshift=2em,xshift=1.5em]key.north){\small\bfnew{Cache}};
 
 \node[draw,anchor=east,minimum size=1.8em,fill=orange!15] (dt) at ([yshift=2.1em,xshift=-4em]key.west){${\mathbi{d}}_{t}$};
-\node[anchor=north,font=\footnotesize] (readlab) at ([xshift=2.8em,yshift=0.3em]dt.north){\red{reading}};
+\node[anchor=north,font=\footnotesize] (readlab) at ([xshift=2.8em,yshift=0.3em]dt.north){\red{读取}};
 \node[draw,anchor=east,minimum size=1.8em,fill=ugreen!15] (st) at ([xshift=-3.7em]dt.west){${\mathbi{s}}_{t}$};
 \node[draw,anchor=east,minimum size=1.8em,fill=red!15] (st2) at ([xshift=-0.85em,yshift=3.5em]dt.west){$ \widetilde{\mathbi{s}}_{t}$};
 
@@ -27,10 +27,10 @@
 \draw[-,thick] (add.0) -- (add.180);
 \draw[-,thick] (add.90) -- (add.-90);
 
-\node[anchor=north,inner sep=0pt,font=\footnotesize,text=red] at ([xshift=-0.08em,yshift=-1em]add.south){combining};
+\node[anchor=north,inner sep=0pt,font=\footnotesize,text=red] at ([xshift=-0em,yshift=-0.5em]add.south){融合};
 
 \node[draw,anchor=east,minimum size=1.8em,fill=yellow!15] (ct) at ([xshift=-2em,yshift=-3.5em]st.west){$ {\mathbi{C}}_{t}$};
-\node[anchor=north,font=\footnotesize] (matchlab) at ([xshift=6.7em,yshift=-0.1em]ct.north){\red{mathching}};
+\node[anchor=north,font=\footnotesize] (matchlab) at ([xshift=6.7em,yshift=-0.1em]ct.north){\red{匹配}};
 
 \node[anchor=east] (y) at ([xshift=-6em,yshift=1em]st.west){$\mathbi{y}_{t-1}$};
 

Chapter18/Figures/figure-memory-multi-use.tex

@@ -39,7 +39,7 @@
 \draw [->,dashed,line width=0.7pt] ([yshift=0.5em,xshift=0.5em]three.north) .. controls +(north:3.5em) and +(south:4.5em) .. ([yshift=-0.2em]mthree.south);
 \draw [->,dashed,line width=0.7pt] ([yshift=0.5em]four.north) .. controls +(north:4.5em) and +(south:4.5em) .. ([yshift=-0.2em]mfour.south);
 
-\node [word] at ([yshift=-6em]two.south) {（a）显存不复用};
+\node [word] at ([yshift=-6em]two.south) {(a) 显存不复用};
 
 %占位
 \node[word] at ([xshift=1em]four.east) {};
@@ -95,7 +95,7 @@
 
 \node [word] at ([xshift=1.5em,yshift=5.6em]one.north) {\scriptsize 显存};
 
-\node [word] at ([yshift=-6em]two.south) {（b）显存复用};
+\node [word] at ([yshift=-6em]two.south) {(b) 显存复用};
 
 \begin{pgfonlayer}{background}
 \node [rectangle,inner sep=0.5em,rounded corners=1pt,minimum width=10em,minimum height=3.6em,fill=gray!10,drop shadow] at ([yshift=6.6em,xshift=1em]two.north) {};