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mtbookv2
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7b86b96a
Commit
7b86b96a
authored
Dec 22, 2020
by
曹润柘
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Chapter16/chapter16.tex
+1
-1
bibliography.bib
+58
-58
没有找到文件。
Chapter16/chapter16.tex
查看文件 @
7b86b96a
...
@@ -373,7 +373,7 @@
...
@@ -373,7 +373,7 @@
\parinterval
基于枢轴语言的方法很早就出现在基于统计机器翻译中。在基于短语的机器翻译中,已经有很多方法建立了源语言到枢轴语言和枢轴语言到目标语言的短语/单词级别特征,并基于这些特征开发了源语言到目标语言的系统
\upcite
{
DBLP:conf/naacl/UtiyamaI07,DBLP:conf/acl/ZahabiBK13,DBLP:conf/emnlp/ZhuHWZWZ14,DBLP:conf/acl/MiuraNSTN15
}
,这些系统也已经广泛用于翻译低资源语言对
\upcite
{
DBLP:conf/acl/CohnL07,DBLP:journals/mt/WuW07,DBLP:conf/acl/WuW09,de2006catalan
}
。由于基于枢轴语言的方法与模型结构无关,该方法也快速适用于神经机器翻译,并且取得了不错的效果
\upcite
{
DBLP:conf/emnlp/KimPPKN19,DBLP:journals/corr/ChengLYSX16
}
。
\parinterval
基于枢轴语言的方法很早就出现在基于统计机器翻译中。在基于短语的机器翻译中,已经有很多方法建立了源语言到枢轴语言和枢轴语言到目标语言的短语/单词级别特征,并基于这些特征开发了源语言到目标语言的系统
\upcite
{
DBLP:conf/naacl/UtiyamaI07,DBLP:conf/acl/ZahabiBK13,DBLP:conf/emnlp/ZhuHWZWZ14,DBLP:conf/acl/MiuraNSTN15
}
,这些系统也已经广泛用于翻译低资源语言对
\upcite
{
DBLP:conf/acl/CohnL07,DBLP:journals/mt/WuW07,DBLP:conf/acl/WuW09,de2006catalan
}
。由于基于枢轴语言的方法与模型结构无关,该方法也快速适用于神经机器翻译,并且取得了不错的效果
\upcite
{
DBLP:conf/emnlp/KimPPKN19,DBLP:journals/corr/ChengLYSX16
}
。
\parinterval
基于枢轴语言的方法可以被描述为如图
\ref
{
fig:16-11
}
所示的过程。这里,使用虚线表示具有双语平行语料库的语言对,并使用带有箭头的实线表示翻译方向,令
$
\seq
{
x
}$
、
$
\seq
{
y
}$
和
$
\seq
{
p
}$
分别表示源语言、目标语言和枢轴语言,对于输入源语言句子
$
\seq
{
x
}$
和目标语言句子
$
\seq
{
y
}$
,其翻译过程可以被建模为公式
\
ref
{
fig:16-11
}
:
\parinterval
基于枢轴语言的方法可以被描述为如图
\ref
{
fig:16-11
}
所示的过程。这里,使用虚线表示具有双语平行语料库的语言对,并使用带有箭头的实线表示翻译方向,令
$
\seq
{
x
}$
、
$
\seq
{
y
}$
和
$
\seq
{
p
}$
分别表示源语言、目标语言和枢轴语言,对于输入源语言句子
$
\seq
{
x
}$
和目标语言句子
$
\seq
{
y
}$
,其翻译过程可以被建模为公式
\
eqref
{
eq:16-7
}
:
%----------------------------------------------
%----------------------------------------------
\begin{figure}
[h]
\begin{figure}
[h]
\centering
\centering
...
...
bibliography.bib
查看文件 @
7b86b96a
...
@@ -2246,7 +2246,7 @@ year = {2012}
...
@@ -2246,7 +2246,7 @@ year = {2012}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%% chapter 5------------------------------------------------------
%%%%% chapter 5------------------------------------------------------
@
article
{brown1990statistical,
@
inproceedings
{brown1990statistical,
author = {Peter F. Brown and
author = {Peter F. Brown and
John Cocke and
John Cocke and
Stephen Della Pietra and
Stephen Della Pietra and
...
@@ -2256,26 +2256,26 @@ year = {2012}
...
@@ -2256,26 +2256,26 @@ year = {2012}
Robert L. Mercer and
Robert L. Mercer and
Paul S. Roossin},
Paul S. Roossin},
title = {A Statistical Approach to Machine Translation},
title = {A Statistical Approach to Machine Translation},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {16},
volume = {16},
number = {2},
number = {2},
pages = {79--85},
pages = {79--85},
year = {1990}
year = {1990}
}
}
@
article
{knight1999decoding,
@
inproceedings
{knight1999decoding,
author = {Kevin Knight},
author = {Kevin Knight},
title = {Decoding Complexity in Word-Replacement Translation Models},
title = {Decoding Complexity in Word-Replacement Translation Models},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {25},
volume = {25},
number = {4},
number = {4},
pages = {607--615},
pages = {607--615},
year = {1999}
year = {1999}
}
}
@
article
{shannon1949communication,
@
inproceedings
{shannon1949communication,
title ={Communication theory of secrecy systems},
title ={Communication theory of secrecy systems},
author ={Claude Elwood Shannon},
author ={Claude Elwood Shannon},
journal
={Bell system technical journal},
publisher
={Bell system technical journal},
volume ={28},
volume ={28},
number ={4},
number ={4},
pages ={656--715},
pages ={656--715},
...
@@ -2289,14 +2289,14 @@ year = {2012}
...
@@ -2289,14 +2289,14 @@ year = {2012}
Linguistics},
Linguistics},
year = {2004}
year = {2004}
}
}
@
article
{肖桐1991面向统计机器翻译的重对齐方法研究,
@
inproceedings
{肖桐1991面向统计机器翻译的重对齐方法研究,
title={面向统计机器翻译的重对齐方法研究},
title={面向统计机器翻译的重对齐方法研究},
author={肖桐 and
author={肖桐 and
李天宁 and
李天宁 and
陈如山 and
陈如山 and
朱靖波 and
朱靖波 and
王会珍},
王会珍},
journal
={中文信息学报},
publisher
={中文信息学报},
volume={24},
volume={24},
number={110--116},
number={110--116},
year={2010},
year={2010},
...
@@ -2311,7 +2311,7 @@ year = {2012}
...
@@ -2311,7 +2311,7 @@ year = {2012}
publisher = {International Joint Conference on Natural Language Processing},
publisher = {International Joint Conference on Natural Language Processing},
year = {2005}
year = {2005}
}
}
@
article
{1998Grammar,
@
inproceedings
{1998Grammar,
title={Grammar Inference and Statistical Machine Translation},
title={Grammar Inference and Statistical Machine Translation},
author={Ye-Yi Wang and Wayne Ward},
author={Ye-Yi Wang and Wayne Ward},
year={1999},
year={1999},
...
@@ -2367,36 +2367,36 @@ year = {2012}
...
@@ -2367,36 +2367,36 @@ year = {2012}
year = {2007}
year = {2007}
}
}
@
article
{黄书剑2009一种错误敏感的词对齐评价方法,
@
inproceedings
{黄书剑2009一种错误敏感的词对齐评价方法,
title={一种错误敏感的词对齐评价方法},
title={一种错误敏感的词对齐评价方法},
author={黄书剑 and
author={黄书剑 and
奚宁 and
奚宁 and
赵迎功 and
赵迎功 and
戴新宇 and
戴新宇 and
陈家骏},
陈家骏},
journal
={中文信息学报},
publisher
={中文信息学报},
volume={23},
volume={23},
number={88-94},
number={88-94},
year={2009}
year={2009}
}
}
@
article
{DBLP:journals/coling/FraserM07,
@
inproceedings
{DBLP:journals/coling/FraserM07,
author = {Alexander Fraser and
author = {Alexander Fraser and
Daniel Marcu},
Daniel Marcu},
title = {Measuring Word Alignment Quality for Statistical Machine Translation},
title = {Measuring Word Alignment Quality for Statistical Machine Translation},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {33},
volume = {33},
number = {3},
number = {3},
pages = {293--303},
pages = {293--303},
year = {2007}
year = {2007}
}
}
@
article
{DBLP:journals/corr/FengLLZ16,
@
inproceedings
{DBLP:journals/corr/FengLLZ16,
author = {Shi Feng and
author = {Shi Feng and
Shujie Liu and
Shujie Liu and
Mu Li and
Mu Li and
Ming Zhou},
Ming Zhou},
title = {Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder
title = {Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder
{NMT} Model},
{NMT} Model},
journal
= {CoRR},
publisher
= {CoRR},
volume = {abs/1601.03317},
volume = {abs/1601.03317},
year = {2016}
year = {2016}
}
}
...
@@ -2432,12 +2432,12 @@ year = {2012}
...
@@ -2432,12 +2432,12 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2008}
year = {2008}
}
}
@
article
{DBLP:journals/mt/FlemingKN15,
@
inproceedings
{DBLP:journals/mt/FlemingKN15,
author = {Noah Fleming and
author = {Noah Fleming and
Antonina Kolokolova and
Antonina Kolokolova and
Renesa Nizamee},
Renesa Nizamee},
title = {Complexity of alignment and decoding problems: restrictions and approximations},
title = {Complexity of alignment and decoding problems: restrictions and approximations},
journal
= {Machine Translation},
publisher
= {Machine Translation},
volume = {29},
volume = {29},
number = {3-4},
number = {3-4},
pages = {163--187},
pages = {163--187},
...
@@ -2470,21 +2470,21 @@ year = {2012}
...
@@ -2470,21 +2470,21 @@ year = {2012}
year ={1999},
year ={1999},
publisher ={Massachusetts Institute of Technology Press}
publisher ={Massachusetts Institute of Technology Press}
}
}
@
article
{och2003systematic,
@
inproceedings
{och2003systematic,
author = {Franz Josef Och and
author = {Franz Josef Och and
Hermann Ney},
Hermann Ney},
title = {A Systematic Comparison of Various Statistical Alignment Models},
title = {A Systematic Comparison of Various Statistical Alignment Models},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {29},
volume = {29},
number = {1},
number = {1},
pages = {19--51},
pages = {19--51},
year = {2003}
year = {2003}
}
}
@
article
{och2004alignment,
@
inproceedings
{och2004alignment,
author = {Franz Josef Och and
author = {Franz Josef Och and
Hermann Ney},
Hermann Ney},
title = {The Alignment Template Approach to Statistical Machine Translation},
title = {The Alignment Template Approach to Statistical Machine Translation},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {30},
volume = {30},
number = {4},
number = {4},
pages = {417--449},
pages = {417--449},
...
@@ -2499,10 +2499,10 @@ year = {2012}
...
@@ -2499,10 +2499,10 @@ year = {2012}
pages = {836--841},
pages = {836--841},
year = {1996}
year = {1996}
}
}
@
article
{xiao2013unsupervised,
@
inproceedings
{xiao2013unsupervised,
title ={Unsupervised sub-tree alignment for tree-to-tree translation},
title ={Unsupervised sub-tree alignment for tree-to-tree translation},
author ={Tong Xiao and Jingbo Zhu},
author ={Tong Xiao and Jingbo Zhu},
journal
={Journal of Artificial Intelligence Research},
publisher
={Journal of Artificial Intelligence Research},
volume ={48},
volume ={48},
pages ={733--782},
pages ={733--782},
year ={2013}
year ={2013}
...
@@ -2542,11 +2542,11 @@ year = {2012}
...
@@ -2542,11 +2542,11 @@ year = {2012}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%% chapter 7------------------------------------------------------
%%%%% chapter 7------------------------------------------------------
@
article
{DBLP:journals/tit/Viterbi67,
@
inproceedings
{DBLP:journals/tit/Viterbi67,
author = {Andrew J. Viterbi},
author = {Andrew J. Viterbi},
title = {Error bounds for convolutional codes and an asymptotically optimum
title = {Error bounds for convolutional codes and an asymptotically optimum
decoding algorithm},
decoding algorithm},
journal
= {IEEE Transactions on Information Theory},
publisher
= {IEEE Transactions on Information Theory},
volume = {13},
volume = {13},
number = {2},
number = {2},
pages = {260--269},
pages = {260--269},
...
@@ -2631,11 +2631,11 @@ year = {2012}
...
@@ -2631,11 +2631,11 @@ year = {2012}
year = {2014}
year = {2014}
}
}
@
article
{powell1964an,
@
inproceedings
{powell1964an,
author = {M. J. D. Powell},
author = {M. J. D. Powell},
title = {An efficient method for finding the minimum of a function of several
title = {An efficient method for finding the minimum of a function of several
variables without calculating derivatives},
variables without calculating derivatives},
journal
= {The Computer Journal},
publisher
= {The Computer Journal},
volume = {7},
volume = {7},
number = {2},
number = {2},
pages = {155--162},
pages = {155--162},
...
@@ -2841,12 +2841,12 @@ year = {2012}
...
@@ -2841,12 +2841,12 @@ year = {2012}
publisher = {Machine Translation Summit XII},
publisher = {Machine Translation Summit XII},
year = {2009}
year = {2009}
}
}
@
article
{DBLP:journals/coling/BisazzaF16,
@
inproceedings
{DBLP:journals/coling/BisazzaF16,
author = {Arianna Bisazza and
author = {Arianna Bisazza and
Marcello Federico},
Marcello Federico},
title = {A Survey of Word Reordering in Statistical Machine Translation: Computational
title = {A Survey of Word Reordering in Statistical Machine Translation: Computational
Models and Language Phenomena},
Models and Language Phenomena},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {42},
volume = {42},
number = {2},
number = {2},
pages = {163--205},
pages = {163--205},
...
@@ -3039,13 +3039,13 @@ year = {2012}
...
@@ -3039,13 +3039,13 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2015}
year = {2015}
}
}
@
article
{XiaoA,
@
inproceedings
{XiaoA,
author = {Tong Xiao and
author = {Tong Xiao and
Derek F. Wong and
Derek F. Wong and
Jingbo Zhu},
Jingbo Zhu},
title = {A Loss-Augmented Approach to Training Syntactic Machine Translation
title = {A Loss-Augmented Approach to Training Syntactic Machine Translation
Systems},
Systems},
journal
= {IEEE Transactions on Audio, Speech, and Language Processing},
publisher
= {IEEE Transactions on Audio, Speech, and Language Processing},
volume = {24},
volume = {24},
number = {11},
number = {11},
pages = {2069--2083},
pages = {2069--2083},
...
@@ -3093,7 +3093,7 @@ year = {2012}
...
@@ -3093,7 +3093,7 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2006}
year = {2006}
}
}
@
article
{DBLP:journals/coling/MarinoBCGLFC06,
@
inproceedings
{DBLP:journals/coling/MarinoBCGLFC06,
author = {Jos{\'{e}} B. Mari{\~{n}}o and
author = {Jos{\'{e}} B. Mari{\~{n}}o and
Rafael E. Banchs and
Rafael E. Banchs and
Josep Maria Crego and
Josep Maria Crego and
...
@@ -3102,7 +3102,7 @@ year = {2012}
...
@@ -3102,7 +3102,7 @@ year = {2012}
Jos{\'{e}} A. R. Fonollosa and
Jos{\'{e}} A. R. Fonollosa and
Marta R. Costa-juss{\`{a}}},
Marta R. Costa-juss{\`{a}}},
title = {\emph{N}-gram-based Machine Translation},
title = {\emph{N}-gram-based Machine Translation},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {32},
volume = {32},
number = {4},
number = {4},
pages = {527--549},
pages = {527--549},
...
@@ -3195,19 +3195,19 @@ year = {2012}
...
@@ -3195,19 +3195,19 @@ year = {2012}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%% chapter 8------------------------------------------------------
%%%%% chapter 8------------------------------------------------------
@
article
{Chiang2012Hope,
@
inproceedings
{Chiang2012Hope,
author = {David Chiang},
author = {David Chiang},
title = {Hope and Fear for Discriminative Training of Statistical Translation
title = {Hope and Fear for Discriminative Training of Statistical Translation
Models},
Models},
journal
= {Journal of Machine Learning Research},
publisher
= {Journal of Machine Learning Research},
volume = {13},
volume = {13},
pages = {1159--1187},
pages = {1159--1187},
year = {2012}
year = {2012}
}
}
@
article
{chiang2007hierarchical,
@
inproceedings
{chiang2007hierarchical,
title={Hierarchical Phrase-Based Translation},
title={Hierarchical Phrase-Based Translation},
author ={David Chiang},
author ={David Chiang},
journal
={Computational Linguistics},
publisher
={Computational Linguistics},
volume ={33},
volume ={33},
number ={2},
number ={2},
pages ={201--228},
pages ={201--228},
...
@@ -3219,19 +3219,19 @@ year = {2012}
...
@@ -3219,19 +3219,19 @@ year = {2012}
year ={1970},
year ={1970},
publisher ={Courant Institute of Mathematical Sciences, New York University}
publisher ={Courant Institute of Mathematical Sciences, New York University}
}
}
@
article
{younger1967recognition,
@
inproceedings
{younger1967recognition,
author = {Daniel H. Younger},
author = {Daniel H. Younger},
title = {Recognition and Parsing of Context-Free Languages in Time n{\^{3}}},
title = {Recognition and Parsing of Context-Free Languages in Time n{\^{3}}},
journal
= {Information and Control},
publisher
= {Information and Control},
volume = {10},
volume = {10},
number = {2},
number = {2},
pages = {189--208},
pages = {189--208},
year = {1967}
year = {1967}
}
}
@
article
{kasami1966efficient,
@
inproceedings
{kasami1966efficient,
author ={Tadao Kasami},
author ={Tadao Kasami},
title ={An efficient recognition and syntax-analysis algorithm for context-free languages},
title ={An efficient recognition and syntax-analysis algorithm for context-free languages},
journal
={Coordinated Science Laboratory Report no. R-257},
publisher
={Coordinated Science Laboratory Report no. R-257},
year ={1966}
year ={1966}
}
}
@inproceedings{huang2005better,
@inproceedings{huang2005better,
...
@@ -3242,11 +3242,11 @@ year = {2012}
...
@@ -3242,11 +3242,11 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2005}
year = {2005}
}
}
@
article
{wu1997stochastic,
@
inproceedings
{wu1997stochastic,
author = {Dekai Wu},
author = {Dekai Wu},
title = {Stochastic Inversion Transduction Grammars and Bilingual Parsing of
title = {Stochastic Inversion Transduction Grammars and Bilingual Parsing of
Parallel Corpora},
Parallel Corpora},
journal
= {Computational Linguistics},
publisher
= {Computational Linguistics},
volume = {23},
volume = {23},
number = {3},
number = {3},
pages = {377--403},
pages = {377--403},
...
@@ -3312,21 +3312,21 @@ year = {2012}
...
@@ -3312,21 +3312,21 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2006}
year = {2006}
}
}
@
article
{xue2005building,
@
inproceedings
{xue2005building,
title={Building a large annotated Chinese corpus: the Penn Chinese treebank},
title={Building a large annotated Chinese corpus: the Penn Chinese treebank},
author={Xue, Nianwen and Xia, Fei and dong Chiou, Fu and Palmer, Martha},
author={Xue, Nianwen and Xia, Fei and dong Chiou, Fu and Palmer, Martha},
journal
={Journal of Natural Language Engineering},
publisher
={Journal of Natural Language Engineering},
volume={11},
volume={11},
number={2},
number={2},
pages={207--238},
pages={207--238},
year={2005}
year={2005}
}
}
@
article
{DBLP:journals/coling/MarcusSM94,
@
inproceedings
{DBLP:journals/coling/MarcusSM94,
author = {Mitchell P. Marcus and
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...
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...
...
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