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797245e1
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797245e1
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4 years ago
by
单韦乔
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第二章斜体
parent
017de444
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6 个修改的文件
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Chapter2/Figures/figure-example-of-greedy-search.tex
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Chapter2/Figures/figure-full-probability-word-segmentation-3.tex
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Chapter2/Figures/figure-self-information-function.tex
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Chapter2/Figures/figure-the-dice-game-model.tex
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Chapter2/chapter2.tex
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Chapter2/Figures/figure-example-of-greedy-search.tex
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797245e1
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(w3) at ([yshift=0.5em]n34.north)
{$
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\draw
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Chapter2/Figures/figure-full-probability-word-segmentation-3.tex
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797245e1
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@@ -11,16 +11,16 @@
\begin{tikzpicture}
\node
[anchor=west] (label1) at (0,0)
{
总词数:
$
6
+
8
+
5
=
20
$}
;
\node
[anchor=north west] (p1) at (label1.south west)
{$
P
(
\textrm
{
很
}
)=
1
/
20
=
0
.
05
$}
;
\node
[anchor=north west] (p2) at (p1.south west)
{$
P
(
\textrm
{
。
}
)=
3
/
20
=
0
.
15
$}
;
\node
[anchor=north west] (p3) at (p2.south west)
{$
P
(
\textrm
{
确实
}
)=
1
/
20
=
0
.
05
$}
;
\node
[anchor=north west] (p1) at (label1.south west)
{$
\funp
{
P
}
(
\textrm
{
很
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)=
1
/
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=
0
.
05
$}
;
\node
[anchor=north west] (p2) at (p1.south west)
{$
\funp
{
P
}
(
\textrm
{
。
}
)=
3
/
20
=
0
.
15
$}
;
\node
[anchor=north west] (p3) at (p2.south west)
{$
\funp
{
P
}
(
\textrm
{
确实
}
)=
1
/
20
=
0
.
05
$}
;
\node
[anchor=north west] (label11) at ([xshift=18.0em,yshift=1.63em]label1.south west)
{
更多数据-总词数:100K
$
\sim
$
1M
}
;
\node
[anchor=north west] (p12) at (label11.south west)
{$
P
(
\textrm
{
很
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)=
0
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000010
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;
\node
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{$
P
(
\textrm
{
。
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)=
0
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001812
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\node
[anchor=north west] (p32) at (p22.south west)
{$
P
(
\textrm
{
确实
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)=
0
.
000001
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;
\node
[anchor=north west] (p12) at (label11.south west)
{$
\funp
{
P
}
(
\textrm
{
很
}
)=
0
.
000010
$}
;
\node
[anchor=north west] (p22) at (p12.south west)
{$
\funp
{
P
}
(
\textrm
{
。
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)=
0
.
001812
$}
;
\node
[anchor=north west] (p32) at (p22.south west)
{$
\funp
{
P
}
(
\textrm
{
确实
}
)=
0
.
000001
$}
;
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Chapter2/Figures/figure-self-information-function.tex
查看文件 @
797245e1
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@@ -3,8 +3,8 @@
\begin{axis}
[
width=12cm,
height=4cm,
xlabel=
{{$
P
(
x
)
$}}
,
ylabel=
{{$
I
(
x
)
$}}
,
xlabel=
{{$
\funp
{
P
}
(
x
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,
ylabel=
{{$
\funp
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I
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(
x
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,
ylabel style=
{
yshift=-1.5em,font=
\footnotesize
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,
xlabel style=
{
yshift=0.3em,font=
\footnotesize
}
,
xtick=
{
0,0.2,...,1.0
}
,
...
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@@ -23,7 +23,7 @@ xticklabel style={font=\small}, %坐标轴字体大小
yticklabel style=
{
font=
\small
}
]
\addplot
[draw=ublue,samples=100,thick]
{
-log2(x)
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;
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{
\footnotesize
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I
(
x
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=
-
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P
(
x
)
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{
\footnotesize
{$
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{
I
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(
x
)
=
-
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\funp
{
P
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(
x
)
$}}
\end{axis}
\end{tikzpicture}
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Chapter2/Figures/figure-the-dice-game-model.tex
查看文件 @
797245e1
...
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@@ -13,7 +13,7 @@
\node
[draw,thick,minimum size=10pt] at (
\i
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{
1
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;
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}
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[anchor=west] at (33em,0)
{$
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P
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(
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[anchor=west] at (33em,0)
{$
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funp
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(
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{
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;
\end{scope}
\begin{scope}
[yshift=-2.5em]
...
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\node
[draw,thick,minimum size=10pt] at (
\i
,0)
{{
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red
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2
}}
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textrm
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P
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(
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{
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/
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;
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[anchor=west] at (33em,0)
{$
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funp
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P
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(
\text
{
2
}
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;
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\begin{scope}
[yshift=-5.0em]
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@@ -31,7 +31,7 @@
\node
[draw,thick,minimum size=10pt] at (
\i
,0)
{{
\color
{
ublue
}
3
}}
;
}
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[anchor=west] at (33em,0)
{$
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textrm
{
P
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(
\text
{
3
}
)
=
6
/
30
$}
;
\node
[anchor=west] at (33em,0)
{$
\
funp
{
P
}
(
\text
{
3
}
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=
6
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30
$}
;
\end{scope}
\begin{scope}
[yshift=-7.5em]
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@@ -40,7 +40,7 @@
\node
[draw,thick,minimum size=10pt] at (
\i
,0)
{{
\color
{
ugreen
}
4
}}
;
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[anchor=west] at (33em,0)
{$
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textrm
{
P
}
(
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{
4
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=
12
/
30
$}
;
\node
[anchor=west] at (33em,0)
{$
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funp
{
P
}
(
\text
{
4
}
)
=
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/
30
$}
;
\end{scope}
\begin{scope}
[yshift=-10.0em]
...
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@@ -49,7 +49,7 @@
\node
[draw,thick,minimum size=10pt] at (
\i
,0)
{{
\color
{
purple
}
5
}}
;
}
}
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[anchor=west] at (33em,0)
{$
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textrm
{
P
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(
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{
5
}
)
=
2
/
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$}
;
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[anchor=west] at (33em,0)
{$
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funp
{
P
}
(
\text
{
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}
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\begin{scope}
[yshift=-12.5em]
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@@ -58,7 +58,7 @@
\node
[draw,thick,minimum size=10pt] at (
\i
,0)
{{
\color
{
orange
}
6
}}
;
}
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[anchor=west] at (33em,0)
{$
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{
P
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(
\text
{
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}
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=
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/
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$}
;
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[anchor=west] at (33em,0)
{$
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{
P
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(
\text
{
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}
)
=
1
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$}
;
\end{scope}
\end{tikzpicture}
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Chapter2/chapter2.tex
查看文件 @
797245e1
差异被折叠。
点击展开。
bibliography-old.bib
查看文件 @
797245e1
...
...
@@ -958,19 +958,11 @@
}
@article{huang2015bidirectional,
author = {Zhiheng Huang and
Wei Xu and
Kai Yu},
title = {Bidirectional {LSTM-CRF} Models for Sequence Tagging},
journal = {CoRR},
volume = {abs/1508.01991},
year = {2015},
//url = {http://arxiv.org/abs/1508.01991},
//archivePrefix = {arXiv},
//eprint = {1508.01991},
//timestamp = {Mon, 13 Aug 2018 16:46:46 +0200},
//biburl = {https://dblp.org/rec/journals/corr/HuangXY15.bib},
//bibsource = {dblp computer science bibliography, https://dblp.org}
title={Bidirectional LSTM-CRF Models for Sequence Tagging},
author={Zhiheng {Huang} and Wei {Xu} and Kai {Yu}},
journal={arXiv preprint arXiv:1508.01991},
//notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1940872118",
year={2015}
}
@inproceedings{kneser1995improved,
author = {Reinhard Kneser and
...
...
@@ -1161,34 +1153,28 @@
}
@book{russell2003artificial,
title=
"Artificial Intelligence : A Modern Approach"
,
author=
"Stuart J. {Russell} and Peter {Norvig}"
,
title=
{Artificial Intelligence : A Modern Approach}
,
author=
{Stuart J. {Russell} and Peter {Norvig}}
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2122410182",
year=
"2003"
year=
{2003}
}
@book{sahni1978fundamentals,
title="Fundamentals of Computer Algorithms",
author="Sartaj {Sahni} and Ellis {Horowitz}",
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1554451661",
year="1978"
}
@article{DBLP:journals/tssc/HartNR68,
author = {Peter E. Hart and
Nils J. Nilsson and
Bertram Raphael},
title = {A Formal Basis for the Heuristic Determination of Minimum Cost Paths},
journal = {{IEEE} Trans. Syst. Sci. Cybern.},
volume = {4},
number = {2},
pages = {100--107},
year = {1968},
//url = {https://doi.org/10.1109/TSSC.1968.300136},
//doi = {10.1109/TSSC.1968.300136},
//timestamp = {Sat, 25 Apr 2020 13:57:19 +0200},
//biburl = {https://dblp.org/rec/journals/tssc/HartNR68.bib},
//bibsource = {dblp computer science bibliography, https://dblp.org}
title={Fundamentals of Computer Algorithms},
author={Sartaj {Sahni} and Ellis {Horowitz}},
//notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1554451661",
year={1978}
}
@article{hart1968a,
title={A Formal Basis for the Heuristic Determination of Minimum Cost Paths},
author={Peter E. {Hart} and Nils J. {Nilsson} and Bertram {Raphael}},
journal={IEEE Transactions on Systems Science and Cybernetics},
volume={4},
number={2},
pages={100--107},
notes={Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1969483458},
year={1968}
}
@inproceedings{DBLP:conf/nips/HeLXQ0L17,
...
...
@@ -1217,19 +1203,15 @@
//bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Joshua2001A,
author={Joshua T. Goodman},
title={A bit of progress in language modeling},
journal={Comput. Speech Lang.},
volume={15},
number={4},
pages={403--434},
year={2001},
//url={https://doi.org/10.1006/csla.2001.0174},
//doi={10.1006/csla.2001.0174},
//timestamp={Thu, 20 Feb 2020 11:32:09 +0100},
//biburl={https://dblp.org/rec/journals/csl/Goodman01.bib},
//bibsource = {dblp computer science bibliography, https://dblp.org}
@article{goodman2001a,
title={A bit of progress in language modeling},
author={Joshua T. {Goodman}},
journal={Computer Speech & Language},
volume={15},
number={4},
pages={403--434},
//notes={Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2111305191},
year={2001}
}
@article{jing2019survey,
...
...
@@ -1367,59 +1349,59 @@
@book{lowerre1976the,
title=
"The HARPY speech recognition system"
,
author=
"Bruce T. {Lowerre}"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2137095888",
year=
"1976"
title=
{The HARPY speech recognition system}
,
author=
{Bruce T. {Lowerre}}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2137095888",
year=
{1976}
}
@book{bishop1995neural,
title=
"Neural networks for pattern recognition"
,
author=
"Christopher M. {Bishop}"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1554663460",
year=
"1995"
title=
{Neural networks for pattern recognition}
,
author=
{Christopher M. {Bishop}}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/1554663460",
year=
{1995}
}
@article{åström1965optimal,
title=
"Optimal control of Markov processes with incomplete state information"
,
author=
"Karl Johan {Åström}"
,
journal=
"Journal of Mathematical Analysis and Applications"
,
volume=
"10"
,
number=
"1"
,
pages=
"174--205"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2011418219",
year=
"1965"
title=
{Optimal control of Markov processes with incomplete state information}
,
author=
{Karl Johan {Åström}}
,
journal=
{Journal of Mathematical Analysis and Applications}
,
volume=
{10}
,
number=
{1}
,
pages=
{174--205}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2011418219",
year=
{1965}
}
@article{korf1990real,
title=
"Real-time heuristic search"
,
author=
"Richard E. {Korf}"
,
journal=
"Artificial Intelligence"
,
volume=
"42"
,
number=
"2"
,
pages=
"189--211"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2021061679",
year=
"1990"
title=
{Real-time heuristic search}
,
author=
{Richard E. {Korf}}
,
journal=
{Artificial Intelligence}
,
volume=
{42}
,
number=
{2}
,
pages=
{189--211}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2021061679",
year=
{1990}
}
@article{ney1994on,
title=
"On structuring probabilistic dependences in stochastic language modelling"
,
author=
"Hermann {Ney} and Ute {Essen} and Reinhard {Kneser}"
,
journal=
"Computer Speech \& Language"
,
volume=
"8"
,
number=
"1"
,
pages=
"1--38"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2075201173",
year=
"1994"
title=
{On structuring probabilistic dependences in stochastic language modelling}
,
author=
{Hermann {Ney} and Ute {Essen} and Reinhard {Kneser}}
,
journal=
{Computer Speech \& Language}
,
volume=
{8}
,
number=
{1}
,
pages=
{1--38}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2075201173",
year=
{1994}
}
@inproceedings{ney1991on,
title=
"On smoothing techniques for bigram-based natural language modelling"
,
author=
"H. {Ney} and U. {Essen}"
,
booktitle=
"[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing"
,
pages=
"825--828"
,
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2020749563",
year=
"1991"
title=
{On smoothing techniques for bigram-based natural language modelling}
,
author=
{H. {Ney} and U. {Essen}}
,
booktitle=
{[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing}
,
pages=
{825--828}
,
//
notes="Sourced from Microsoft Academic - https://academic.microsoft.com/paper/2020749563",
year=
{1991}
}
%%%%% chapter 2------------------------------------------------------
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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