Báo cáo khoa học: "A Hierarchical Phrase-Based Model for Statistical Machine Translation" pptx
Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... @us.ibm.com
Abstract
In this paper, we present a novel training
method for a localized phrase-based predic-
tion model for statistical machine translation
(SMT). The model predicts blocks with orien-
tation to handle ... blocks for for which
.
560
4 Online Training of Maximum-entropy
Model
The local model described in Section 3 leads to the fol-
lowing abstract maximum ent...
Báo cáo khoa học: "A Polynomial-Time Algorithm for Statistical Machine Translation" pot
... polynomial-time algorithm
for statistical machine translation. This
algorithm can be used in place of the
expensive, slow best-first search strate-
gies in current statistical translation ar- ... elsewhere (Brown et al., 1993).
Translation is performed in the reverse direction
from generation, as usual for recognition under gen-
erative models. For each Chinese sentence c th...
Tài liệu Báo cáo khoa học: "A Phonotactic Language Model for Spoken Language Identification" pptx
... June 2005.
c
2005 Association for Computational Linguistics
A Phonotactic Language Model for Spoken Language Identification
Haizhou Li and Bin Ma
Institute for Infocomm Research
Singapore ... acoustic to-
kens to form a unified acoustic vocabulary in our
voice tokenizer. Readers are referred to (Ma
et al.
,
2005) for details of acoustic modeling.
3.1 Vector Space Modeling...
Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... Refined Lexicon Models for Statistical Machine Translation using a
Maximum Entropy Approach
Ismael Garc
´
ıa Varea
Dpto. de Inform´atica
Univ. de Castilla-La Mancha
Campus ... Spain
fcn@iti.upv.es
Abstract
Typically, the lexicon models used in
statistical machine translation systems
do not include any kind of linguistic
or contextual information, which often
leads to problems in perf...
Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx
... experimental results for a bilingual cor-
pus are reported.
1.1 Statistical Machine Translation
In statistical machine translation, the goal of the
search strategy can be formulated as follows: ... underlying translation model is
Model 2
from (Brown et al., 1993).
(Wu, 1996) formulates a DP search for stochastic
bracketing transduction grammars. The bigram lan-
guage...
Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot
... 72–80,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Cohesive Phrase-based Decoding for Statistical Machine Translation
Colin Cherry
∗
Microsoft Research
One ... to assist a non-syntactic
translation method: phrase-based SMT.
Phrase-based decoding (Koehn et al., 2003) is a
dominant formalism in statistical machine transla-
tion. Contiguous...
Báo cáo khoa học: "Moses: Open Source Toolkit for Statistical Machine Translation" pot
... sta-
tistical machine translation whose novel
contributions are (a) support for linguisti-
cally motivated factors, (b) confusion net-
work decoding, and (c) efficient data for-
mats for translation models ... toolkit
for SMT, a further motivation for Moses is to ex-
tend phrase-based translation with factors and con-
fusion network decoding.
The current phrase-based approac...
Báo cáo khoa học: "Using Noisy Bilingual Data for Statistical Machine Translation" pot
... results for a Chinese to En-
glish translation task are given.
1 Introduction
Statistical machine translation systems typically
use a translation model trained on bilingual data
and a language model ... Using Noisy Bilingual Data for Statistical Machine Translation
Stephan Vogel
Interactive Systems Lab
Language Technologies Institute
Carnegie ... (LDC2002E17): this is a small...
Báo cáo khoa học: "Enriching Morphologically Poor Languages for Statistical Machine Translation" doc
... lack of information about its role in the sen-
tence, making it hard to choose the right inflected
forms.
Our method is based on factored phrase-based
statistical machine translation models. We ... translation model
uses a log-linear approach, in order to combine the
several components, including the language model,
the reordering model, the translation models and the
generation mod...
Báo cáo khoa học: "Continuous Space Language Models for Statistical Machine Translation" pdf
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Figure 1: Example of a translation ... investigating
new approaches to language modeling for statis-
tical machine translation. Traditionally, statistical
machine translation systems use a sim...
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