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Book/Chapter3/Figures/figure-human-translation.tex
...@@ -8,7 +8,7 @@ ...@@ -8,7 +8,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=2em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=2em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=2em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=2em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2em]s4.east) {{满意}};
\node [anchor=south west] (sentlabel) at ([yshift=-0.5em]s1.north west) {\scriptsize{\sffamily\bfseries{\color{red}{待翻译句子(已经分词):}}}}; \node [anchor=south west] (sentlabel) at ([yshift=-0.5em]s1.north west) {\scriptsize{\sffamily\bfseries{\color{red}{待翻译句子(已经分词):}}}};
...@@ -38,7 +38,7 @@ ...@@ -38,7 +38,7 @@
\node [anchor=north west,inner sep=1pt,fill=black] (tl31) at (t31.north west) {\tiny{{\color{white} \textbf{3}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl31) at (t31.north west) {\tiny{{\color{white} \textbf{3}}}};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t41) at ([yshift=-1em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t41) at ([yshift=-1em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north west,inner sep=1pt,fill=black] (tl41) at (t41.north west) {\tiny{{\color{white} \textbf{4}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl41) at (t41.north west) {\tiny{{\color{white} \textbf{4}}}};
\node [anchor=north west,inner sep=1pt,fill=black] (tl42) at (t42.north west) {\tiny{{\color{white} \textbf{4}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl42) at (t42.north west) {\tiny{{\color{white} \textbf{4}}}};
......
Book/Chapter3/Figures/figure-noise-channel-model.tex
...@@ -9,7 +9,8 @@ ...@@ -9,7 +9,8 @@
\node [draw,red,fill=red!10,thick,anchor=center,circle,inner sep=3.5pt] (s) at (0,0) {\black{$\mathbf{s}$}}; \node [draw,red,fill=red!10,thick,anchor=center,circle,inner sep=3.5pt] (s) at (0,0) {\black{$\mathbf{s}$}};
\node [draw,ublue,fill=blue!10,thick,anchor=center,circle,inner sep=3.3pt] (t) at ([xshift=1.5in]s.east) {\black{$\mathbf{t}$}}; \node [draw,ublue,fill=blue!10,thick,anchor=center,circle,inner sep=3.3pt] (t) at ([xshift=1.5in]s.east) {\black{$\mathbf{t}$}};
\draw [<->,thick,] (s.east) -- (t.west) node [pos=0.5,draw,fill=white] {噪声信道}; \draw [->,thick,] (s.east) -- (t.west) node [pos=0.5,draw,fill=white] {噪声信道};
\draw[->,thick](s.east) -- ([xshift=2.2em]s.east);
\node [anchor=east] at (s.west) {\scriptsize{信宿}}; \node [anchor=east] at (s.west) {\scriptsize{信宿}};
\node [anchor=west] at (t.east) {\scriptsize{信源}}; \node [anchor=west] at (t.east) {\scriptsize{信源}};
......
Book/Chapter3/Figures/figure-process-of-machine-translation.tex
...@@ -5,7 +5,7 @@ ...@@ -5,7 +5,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=2em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=2em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=2em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=2em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2em]s4.east) {{满意}};
\node [anchor=south west] (sentlabel) at ([yshift=-0.5em]s1.north west) {\scriptsize{{\color{red}{待翻译句子(已经分词):}}}}; \node [anchor=south west] (sentlabel) at ([yshift=-0.5em]s1.north west) {\scriptsize{{\color{red}{待翻译句子(已经分词):}}}};
...@@ -35,7 +35,7 @@ ...@@ -35,7 +35,7 @@
\node [anchor=north west,inner sep=1pt,fill=black] (tl31) at (t31.north west) {\tiny{{\color{white} \textbf{3}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl31) at (t31.north west) {\tiny{{\color{white} \textbf{3}}}};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t41) at ([yshift=-1em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t41) at ([yshift=-1em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north west,inner sep=1pt,fill=black] (tl41) at (t41.north west) {\tiny{{\color{white} \textbf{4}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl41) at (t41.north west) {\tiny{{\color{white} \textbf{4}}}};
\node [anchor=north west,inner sep=1pt,fill=black] (tl42) at (t42.north west) {\tiny{{\color{white} \textbf{4}}}}; \node [anchor=north west,inner sep=1pt,fill=black] (tl42) at (t42.north west) {\tiny{{\color{white} \textbf{4}}}};
......
Book/Chapter3/Figures/greedy-mt-decoding-process-1.tex
...@@ -16,7 +16,7 @@ ...@@ -16,7 +16,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}};
\node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}}; \node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}};
...@@ -53,8 +53,8 @@ ...@@ -53,8 +53,8 @@
{ {
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {shows}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {feels};
} }
{ {
...@@ -121,7 +121,7 @@ ...@@ -121,7 +121,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}};
\node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}}; \node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}};
...@@ -160,8 +160,8 @@ ...@@ -160,8 +160,8 @@
{ {
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {shows}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {feels};
} }
......
Book/Chapter3/Figures/greedy-mt-decoding-process-3.tex
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}};
\node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}}; \node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}};
...@@ -50,8 +50,8 @@ ...@@ -50,8 +50,8 @@
{ {
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {shows}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {feels};
} }
...@@ -176,7 +176,7 @@ ...@@ -176,7 +176,7 @@
\node [anchor=west] (s1) at (0,0) {{我}}; \node [anchor=west] (s1) at (0,0) {{我}};
\node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}}; \node [anchor=west] (s2) at ([xshift=3em]s1.east) {{对}};
\node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}}; \node [anchor=west] (s3) at ([xshift=3em]s2.east) {{你}};
\node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{表示}}; \node [anchor=west] (s4) at ([xshift=2.5em]s3.east) {{感到}};
\node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}}; \node [anchor=west] (s5) at ([xshift=2.5em]s4.east) {{满意}};
\node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}}; \node [anchor=south west,inner sep=1pt] (sentlabel) at ([yshift=0.3em]s1.north west) {\scriptsize{{输入: 待翻译句子(已经分词)}}};
...@@ -215,8 +215,8 @@ ...@@ -215,8 +215,8 @@
{ {
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t41) at ([yshift=-1.3em]s4.south) {$\phi$};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {show}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t42) at ([yshift=-0.2em]t41.south) {feel};
\node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {shows}; \node [anchor=north,inner sep=2pt,fill=orange!20,minimum height=1.5em,minimum width=3.5em] (t43) at ([yshift=-0.2em]t42.south) {feels};
} }
......
Book/Chapter3/chapter3.tex
...@@ -111,7 +111,7 @@ ...@@ -111,7 +111,7 @@
%---------------------------------------------- %----------------------------------------------
\vspace{-0.2em} \vspace{-0.2em}
\parinterval 图\ref{fig:3-3}展示了人在翻译``我 对 你表示 满意''时可能会思考的内容。具体来说，有如下两方面内容。 \parinterval 图\ref{fig:3-3}展示了人在翻译``我\;对\;你\;感到\;满意''时可能会思考的内容。具体来说，有如下两方面内容。
\begin{itemize} \begin{itemize}
\vspace{0.5em} \vspace{0.5em}
...@@ -243,9 +243,9 @@ ...@@ -243,9 +243,9 @@
\begin{example} \begin{example}
一个汉英互译的句对 一个汉英互译的句对
\qquad\qquad\quad $\mathbf{s}$ = 机器\quad {\color{red}翻译}\; 就\; 是\; 用\; 计算机\; 来\; 进行\; {\color{red}翻译} $\mathbf{s}$ = 机器\quad {\color{red}翻译}\; 就\; 是\; 用\; 计算机\; 来\; 生成\; {\color{red}翻译}\; 的\; 过程
\qquad\qquad\quad $\mathbf{t}$ = machine\; {\color{red}translation}\; is\; just\; {\color{red}translation}\; by\; computer $\mathbf{t}$ = machine\; {\color{red}translation}\; is\; a\; process\; of\; generating\; a\; {\color{red}translation}\; by\; computer
\label{eg:3-1} \label{eg:3-1}
\end{example} \end{example}
...@@ -253,14 +253,14 @@ ...@@ -253,14 +253,14 @@
\begin{eqnarray} \begin{eqnarray}
\textrm{P}(\text{``翻译''},\text{``translation''}; \mathbf{s},\mathbf{t}) & = & \frac{c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s},\mathbf{t})}{\sum_{x',y'} c(x',y';\mathbf{s},\mathbf{t})} \nonumber \\ \textrm{P}(\text{``翻译''},\text{``translation''}; \mathbf{s},\mathbf{t}) & = & \frac{c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s},\mathbf{t})}{\sum_{x',y'} c(x',y';\mathbf{s},\mathbf{t})} \nonumber \\
& = & \frac{4}{|\mathbf{s}|\times |\mathbf{t}|} \nonumber \\ & = & \frac{4}{|\mathbf{s}|\times |\mathbf{t}|} \nonumber \\
& = & \frac{4}{63} & = & \frac{4}{121}
\label{eq:3-2} \label{eq:3-2}
\end{eqnarray} \end{eqnarray}
\noindent 这里运算$|\cdot|$表示句子长度。类似的，可以得到``机器''和``translation''、``机器''和``look''的单词翻译概率： \noindent 这里运算$|\cdot|$表示句子长度。类似的，可以得到``机器''和``translation''、``机器''和``look''的单词翻译概率：
\begin{eqnarray} \begin{eqnarray}
\textrm{P}(\text{``机器''},\text{``translation''}; \mathbf{s},\mathbf{t}) & = & \frac{2}{63} \\ \textrm{P}(\text{``机器''},\text{``translation''}; \mathbf{s},\mathbf{t}) & = & \frac{2}{121} \\
\textrm{P}(\text{``机器''},\text{``look''}; \mathbf{s},\mathbf{t}) & = & \frac{0}{63} \textrm{P}(\text{``机器''},\text{``look''}; \mathbf{s},\mathbf{t}) & = & \frac{0}{121}
\label{eq:3-3} \label{eq:3-3}
\end{eqnarray} \end{eqnarray}
...@@ -283,13 +283,13 @@ ...@@ -283,13 +283,13 @@
\begin{example} \begin{example}
两个汉英互译的句对 两个汉英互译的句对
\qquad\qquad \; $\mathbf{s}^1$ = 机器\quad {\color{red}翻译}\; 就\; 是\; 用\; 计算机\; 来\; 进行\; {\color{red}翻译} $\mathbf{s}^{[1]}$ = 机器\quad {\color{red}翻译}\; 就\; 是\; 用\; 计算机\; 来\; 生成\; {\color{red}翻译}\; 的\; 过程
\qquad\qquad\; $\mathbf{s}^1$ = Machine\; {\color{red}translation}\; is\; just\; {\color{red}translation}\; by\; computer $\mathbf{t}^{[1]}$ = machine\; {\color{red}translation}\; is\; a\; process\; of\; generating\; a\; {\color{red}translation}\; by\; computer
\qquad\qquad\; $\mathbf{s}^2$ = 那\quad 人工\quad {\color{red}翻译}\quad 呢\quad ? $\mathbf{s}^{[2]}$ = 那\quad 人工\quad {\color{red}翻译}\quad 呢\quad ?
\qquad\qquad\; $\mathbf{t}^2$ = So\; ,\; what\; is\; human\; {\color{red}translation}\; ? $\mathbf{t}^{[2]}$ = So\; ,\; what\; is\; human\; {\color{red}translation}\; ?
\label{eg:3-2} \label{eg:3-2}
\end{example} \end{example}
...@@ -298,8 +298,8 @@ ...@@ -298,8 +298,8 @@
\begin{eqnarray} \begin{eqnarray}
{\textrm{P}(\textrm{``翻译''},\textrm{``translation''})} & = & {\frac{c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s}^{[1]},\mathbf{t}^{[1]})+c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s}^{[2]},\mathbf{t}^{[2]})}{\sum_{x',y'} c(x',y';\mathbf{s}^{[1]},\mathbf{t}^{[1]}) + \sum_{x',y'} c(x',y';\mathbf{s}^{[2]},\mathbf{t}^{[2]})}} \nonumber \\ {\textrm{P}(\textrm{``翻译''},\textrm{``translation''})} & = & {\frac{c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s}^{[1]},\mathbf{t}^{[1]})+c(\textrm{``翻译''},\textrm{``translation''};\mathbf{s}^{[2]},\mathbf{t}^{[2]})}{\sum_{x',y'} c(x',y';\mathbf{s}^{[1]},\mathbf{t}^{[1]}) + \sum_{x',y'} c(x',y';\mathbf{s}^{[2]},\mathbf{t}^{[2]})}} \nonumber \\
& = & \frac{4 + 1}{|\mathbf{s}^{[1]}| \times |\mathbf{t}^{[1]}| + |\mathbf{s}^{[2]}| \times |\mathbf{t}^{[2]}|} \nonumber \\ & = & \frac{4 + 1}{|\mathbf{s}^{[1]}| \times |\mathbf{t}^{[1]}| + |\mathbf{s}^{[2]}| \times |\mathbf{t}^{[2]}|} \nonumber \\
& = & \frac{4 + 1}{9 \times 7 + 5 \times 7} \nonumber \\ & = & \frac{4 + 1}{11 \times 11 + 5 \times 7} \nonumber \\
& = & \frac{5}{98} & = & \frac{5}{156}
\label{eq:3-5} \label{eq:3-5}
\end{eqnarray} \end{eqnarray}
} }
......
Book/Chapter4/Figures/grid-search-2.tex deleted 100644 → 0
\begin{tikzpicture}
\begin{scope}[scale=0.62]
{\tiny
\draw[step=1,help lines,color=black] (0,0) grid (4,4);
\node[anchor=north] (y2) at ([xshift=-3.3em,yshift=0em]n1.north) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at ([xshift=2em,yshift=-3em]n1.south) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
\draw [-](n3) (2,4) -- (2,4.4);
\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r31) at (2,4) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r32) at (2,0) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r33) at (2,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r35) at (2,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,ugreen!50,fill=ugreen!50] (r34) at (2,3) {};
\draw [-,very thick,red!50, dashed] (1,2) -- (2,4) -- (3,2) -- (2,3) -- (1,2) -- (3,2) -- (2,1) -- (1,2) -- (2,0) -- (3,2);
\draw [-,very thick,blue!50] (0,1) -- (1,2);
\draw [-,very thick,blue!50] (3,2) -- (4,4);
\draw [-,very thick,ugreen!50, dashed] (1,2) -- (2,3) -- (3,2);
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r11) at (0,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r12) at (1,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r14) at (3,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r15) at (4,4) {};
}
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Book/Chapter4/Figures/grid-search-1.tex → Book/Chapter4/Figures/grid-search.tex
...@@ -3,13 +3,13 @@ ...@@ -3,13 +3,13 @@
{\tiny {\tiny
\draw[step=1,help lines,color=black] (0,0) grid (4,4); \draw[step=1,help lines,color=black] (0,0) grid (4,4);
\node[anchor=north] (y2) at ([xshift=-3.3em,yshift=0em]n1.north) {0.01}; \node[anchor=north] (y2) at (-5.3em,1.5) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00}; \node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02}; \node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$}; \node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00}; \node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at ([xshift=2em,yshift=-3em]n1.south) {$\lambda_1$}; \node[anchor=north] (x1) at (1em,-3em) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$}; \node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$}; \node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$}; \node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
...@@ -44,4 +44,45 @@ ...@@ -44,4 +44,45 @@
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r15) at (4,4) {}; \node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r15) at (4,4) {};
} }
\end{scope} \end{scope}
\begin{scope}[scale=0.62,xshift=3in]
{\tiny
\draw[step=1,help lines,color=black] (0,0) grid (4,4);
\node[anchor=north] (y2) at (-5.3em,1.5) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at (1em,-3em) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
\draw [-](n3) (2,4) -- (2,4.4);
\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r31) at (2,4) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r32) at (2,0) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r33) at (2,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,red!30,fill=red!30] (r35) at (2,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,ugreen!50,fill=ugreen!50] (r34) at (2,3) {};
\draw [-,very thick,red!50, dashed] (1,2) -- (2,4) -- (3,2) -- (2,3) -- (1,2) -- (3,2) -- (2,1) -- (1,2) -- (2,0) -- (3,2);
\draw [-,very thick,blue!50] (0,1) -- (1,2);
\draw [-,very thick,blue!50] (3,2) -- (4,4);
\draw [-,very thick,ugreen!50, dashed] (1,2) -- (2,3) -- (3,2);
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r11) at (0,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r12) at (1,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r14) at (3,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r15) at (4,4) {};
}
\end{scope}
\end{tikzpicture} \end{tikzpicture}
\ No newline at end of file
Book/Chapter4/Figures/search-space-representation-of-feature-weight-1.tex deleted 100644 → 0
\begin{tikzpicture}
\begin{scope}[scale=0.55]
{\tiny
\draw[step=1,help lines,color=black] grid (4,4);
\node[anchor=north] (y2) at ([xshift=-3.3em,yshift=0em]n1.north) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at ([xshift=2em,yshift=-3em]n1.south) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
\draw [-](n3) (2,4) -- (2,4.4);
\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\draw[decorate,decoration={brace}](0,4.7) --(4,4.7) node [xshift=-4em,yshift=1.5em,align=center](label1) {M dimensions};
\draw[decorate,decoration={brace}](4.5,4.3) --(4.5,0) node [xshift=2.3em,yshift=5.8em,align=center](label2) {Values};
}
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Book/Chapter4/Figures/search-space-representation-of-feature-weight-2.tex deleted 100644 → 0
\begin{tikzpicture}
\begin{scope}[scale=0.55]
{\tiny
\draw[step=1,help lines,color=black] grid (4,4);
\node[anchor=north] (y2) at ([xshift=-3.3em,yshift=0em]n1.north) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at ([xshift=2em,yshift=-3em]n1.south) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
\draw [-](n3) (2,4) -- (2,4.4);
\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r11) at (0,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r12) at (1,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r13) at (2,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r14) at (3,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r15) at (4,4) {};
\draw [-,very thick,blue!50] (0,1) -- (1,2) -- (2,1) -- (3,2) -- (4,4);
\node[anchor=north] (p1) at ([xshift=5em,yshift=13em]n5.north) {\scriptsize{$\leftarrow$ \textbf{path}:}};
\node[anchor=north] (e1) at ([xshift=0,yshift=-0.4em]p1.south) {$w_1 = 0.01$};
\node[anchor=north] (e2) at ([xshift=0,yshift=-0.8em]e1.south) {$w_2 = 0.02$};
\node[anchor=north] (e3) at ([xshift=0,yshift=0.4em]e2.south) {$\vdots$};
\node[anchor=north] (e4) at ([xshift=0,yshift=-0.2em]e3.south) {$w_M = 1.00$};
}
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Book/Chapter4/Figures/search-space-representation-of-feature-weight-3.tex → Book/Chapter4/Figures/search-space-representation-of-feature-weight.tex
...@@ -3,13 +3,80 @@ ...@@ -3,13 +3,80 @@
{\tiny {\tiny
\draw[step=1,help lines,color=black] grid (4,4); \draw[step=1,help lines,color=black] grid (4,4);
\node[anchor=north] (y2) at ([xshift=-3.3em,yshift=0em]n1.north) {0.01}; \draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
\draw [-](n3) (2,4) -- (2,4.4);
\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\node[anchor=north] (y2) at (-5.3em,1.5) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at (1em,-3em) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw[decorate,decoration={brace}](0,4.7) --(4,4.7) node [xshift=-4em,yshift=1.5em,align=center](label1) {M dimensions};
\draw[decorate,decoration={brace}](4.5,4.3) --(4.5,0) node [xshift=2.3em,yshift=5.8em,align=center](label2) {Values};
}
\end{scope}
\begin{scope}[scale=0.55,xshift=3.2in]
{\tiny
\draw[step=1,help lines,color=black] grid (4,4);
\node[anchor=north] (y2) at (-5.3em,1.5) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at (1em,-3em) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
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\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
\node[anchor=north] (x5) at ([xshift=5em,yshift=0em]x4.north) {$\lambda_M$};
\draw [-](n1) (0,4) -- (0,4.4);
\draw [-](n2) (1,4) -- (1,4.4);
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\draw [-](n4) (3,4) -- (3,4.4);
\draw [-](n5) (4,4) -- (4,4.4);
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r11) at (0,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r12) at (1,2) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r13) at (2,1) {};
\node [anchor=center,draw,circle,inner sep=1.5pt,blue!30,fill=blue!30] (r14) at (3,2) {};
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\draw [-,very thick,blue!50] (0,1) -- (1,2) -- (2,1) -- (3,2) -- (4,4);
\node[anchor=north] (p1) at (5.7,4.3) {\scriptsize{$\leftarrow$ \textbf{path}:}};
\node[anchor=north] (e1) at ([xshift=0,yshift=-0.4em]p1.south) {$w_1 = 0.01$};
\node[anchor=north] (e2) at ([xshift=0,yshift=-0.8em]e1.south) {$w_2 = 0.02$};
\node[anchor=north] (e3) at ([xshift=0,yshift=0.4em]e2.south) {$\vdots$};
\node[anchor=north] (e4) at ([xshift=0,yshift=-0.2em]e3.south) {$w_M = 1.00$};
}
\end{scope}
\begin{scope}[scale=0.55,xshift=6.8in]
{\tiny
\draw[step=1,help lines,color=black] grid (4,4);
\node[anchor=north] (y2) at (-5.3em,1.5) {0.01};
\node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00}; \node[anchor=north] (y1) at ([xshift=0em,yshift=-3.3em]y2.south) {0.00};
\node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02}; \node[anchor=north] (y3) at ([xshift=0em,yshift=4.5em]y2.north) {0.02};
\node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$}; \node[anchor=north] (y4) at ([xshift=0em,yshift=6.6em]y3.north) {$\vdots$};
\node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00}; \node[anchor=north] (y5) at ([xshift=0em,yshift=2em]y4.north) {1.00};
\node[anchor=north] (x1) at ([xshift=2em,yshift=-3em]n1.south) {$\lambda_1$}; \node[anchor=north] (x1) at (1em,-3em) {$\lambda_1$};
\node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$}; \node[anchor=north] (x2) at ([xshift=4.5em,yshift=0em]x1.north) {$\lambda_2$};
\node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$}; \node[anchor=north] (x3) at ([xshift=4em,yshift=-1em]x2.north) {$...$};
\node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$}; \node[anchor=north] (x4) at ([xshift=5em,yshift=1em]x3.north) {$\lambda_{M-1}$};
......
Book/Chapter4/chapter4.tex
...@@ -701,9 +701,7 @@ dr = start_i-end_{i-1}-1 ...@@ -701,9 +701,7 @@ dr = start_i-end_{i-1}-1
%---------------------------------------------- %----------------------------------------------
\begin{figure}[htp] \begin{figure}[htp]
\centering \centering
\begin{tabular}{l l l} \input{./Chapter4/Figures/search-space-representation-of-feature-weight}
& \subfigure{\input{./Chapter4/Figures/search-space-representation-of-feature-weight-1}} \subfigure{\input{./Chapter4/Figures/search-space-representation-of-feature-weight-2}} \subfigure{\input{./Chapter4/Figures/search-space-representation-of-feature-weight-3}} & \\
\end{tabular}
\caption{特征权重的搜索空间表示} \caption{特征权重的搜索空间表示}
\label{fig:4-23} \label{fig:4-23}
\end{figure} \end{figure}
...@@ -716,9 +714,7 @@ dr = start_i-end_{i-1}-1 ...@@ -716,9 +714,7 @@ dr = start_i-end_{i-1}-1
%---------------------------------------------- %----------------------------------------------
\begin{figure}[htp] \begin{figure}[htp]
\centering \centering
\begin{tabular}{l l} \input{./Chapter4/Figures/grid-search}
\subfigure{\input{./Chapter4/Figures/grid-search-1}} & \subfigure{\input{./Chapter4/Figures/grid-search-2}} \\
\end{tabular}
\caption{格搜索（左侧：所有点都访问（蓝色）；右侧：避开无效点（绿色））} \caption{格搜索（左侧：所有点都访问（蓝色）；右侧：避开无效点（绿色））}
\label{fig:4-24} \label{fig:4-24}
\end{figure} \end{figure}
......
Section05-Neural-Networks-and-Language-Modeling/section05.tex
...@@ -541,7 +541,7 @@ GPT-2 (Transformer) & Radford et al. & 2019 & \alert{35.7} ...@@ -541,7 +541,7 @@ GPT-2 (Transformer) & Radford et al. & 2019 & \alert{35.7}
\end{itemize} \end{itemize}
\item<2-> \textbf{当然}，你是一个勇于实践的人 \item<2-> \textbf{当然}，你是一个勇于实践的人
\begin{itemize} \begin{itemize}
\item 方法很简单：不断地尝试，根据结构不断地调整权重 \item 方法很简单：不断地尝试，根据结果不断地调整权重
\item<10-> 在进行了很多次实验后，发现了相对好的一组权重 \item<10-> 在进行了很多次实验后，发现了相对好的一组权重
\end{itemize} \end{itemize}
\end{itemize} \end{itemize}
...@@ -1034,7 +1034,7 @@ T(\alpha \textbf{a}) & = & \alpha T(\textbf{a}) \nonumber ...@@ -1034,7 +1034,7 @@ T(\alpha \textbf{a}) & = & \alpha T(\textbf{a}) \nonumber
\visible<3->{ \visible<3->{
\node [anchor=center,fill=green!20] (w2) at (w) {\Large{$\textbf{w}$}}; \node [anchor=center,fill=green!20] (w2) at (w) {\Large{$\textbf{w}$}};
\node [anchor=north,inner sep=1pt] (wlabel) at ([yshift=-0.7em]w.south) {\small{旋转(rotation)}}; \node [anchor=north,inner sep=1pt] (wlabel) at ([yshift=-0.7em]w.south) {\small{旋转(rotation)、扩张(dilation)、挤压(squeeze)等}};
\draw [<-] ([yshift=-0.2em]w2.south) -- (wlabel.north); \draw [<-] ([yshift=-0.2em]w2.south) -- (wlabel.north);
\tikzstyle{neuron} = [rectangle,draw,thick,fill=red!30,red!35,minimum height=2em,minimum width=2em,font=\small] \tikzstyle{neuron} = [rectangle,draw,thick,fill=red!30,red!35,minimum height=2em,minimum width=2em,font=\small]
......
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