Báo cáo khoa học: "Paraphrase Lattice for Statistical Machine Translation" ppt
Báo cáo khoa học: "Paraphrase Lattice for Statistical Machine Translation" ppt
... pages 1–5,
Uppsala, Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Paraphrase Lattice for Statistical Machine Translation
Takashi Onishi and Masao Utiyama and Eiichiro ... paraphrase lattice as an
input to the lattice decoder. The decoder
selects the best path for decoding. Us-
ing these paraphrase lattices as inputs, we
obtained significant gains in...
Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
... smorgasbord of features
for statistical machine translation. In Proceedings of HLT-
NAACL 2004.
Och, F. J., Tillmann, C., and Ney, H. (1999). Improved align-
ment models for statistical machine translation. ... (2002). A phrase-based, joint proba-
bility model for statistical machine translation. In Proceed-
ings of EMNLP 2002.
Melamed, I. D. (2004). Statistical machine...
Báo cáo khoa học: "Variational Decoding for Statistical Machine Translation" pptx
... ACL and AFNLP
Variational Decoding for Statistical Machine Translation
Zhifei Li and Jason Eisner and Sanjeev Khudanpur
Department of Computer Science and Center for Language and Speech Processing
Johns ... to minimize some information loss such as
the KL divergence KL(p q). The simpler model
q can then act as a surrogate for p during inference.
3.2 Variational Decoding for MT...
Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
... Association for Computational Linguistics:shortpapers, pages 294–298,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Corpus Expansion for Statistical Machine ... SSRs.
Notice that for each new sentence generated, we al-
low for application of only one substitution.
Although the idea is straightforward, we face two
problems in practice. Firs...
Báo cáo khoa học: "Distortion Models For Statistical Machine Translation" doc
... the ACL, pages 529–536,
Sydney, July 2006.
c
2006 Association for Computational Linguistics
Distortion Models For Statistical Machine Translation
Yaser Al-Onaizan and Kishore Papineni
IBM T.J. ... for the experiments reported here is the same
as the one used for other experiments reported in this
paper.
The results in Table 3 illustrate how the language
model performs reasonably...
Báo cáo khoa học: "Transductive learning for statistical machine translation" potx
... 25–32,
Prague, Czech Republic, June 2007.
c
2007 Association for Computational Linguistics
Transductive learning for statistical machine translation
Nicola Ueffing
National Research Council Canada
Gatineau, ... over all possible valid translations t for
a particular input sentence s. We can initialize
this probability distribution to the uniform distribu-
tion for each sentence s...
Báo cáo khoa học: "Error Detection for Statistical Machine Translation Using Linguistic Features" pptx
... the Association for Computational Linguistics, pages 604–611,
Uppsala, Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Error Detection for Statistical Machine
Translation ... probabilities calculated from N-
best lists or word lattices. We propose to
incorporate two groups of linguistic fea-
tures, which convey information from out-
side machine translat...
Báo cáo khoa học: "Decoding Algorithm in Statistical Machine Translation" pptx
... and compare these techniques/models
in our statistical machine translation sys-
tem.
1 Introduction
1.1 Statistical Machine Translation
Statistical machine translation is based on a channel ... devoted to the
decoding issue for statistical machine translation.
On the other side, decoding algorithm is a crucial
part in statistical machine translation. Its perfor-...
Tài liệu Báo cáo khoa học: "A Method for Measuring Machine Translation Confidence" docx
... the Association for Computational Linguistics, pages 211–219,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Goodness: A Method for Measuring Machine Translation ... onaizan}@us.ibm.com
Abstract
State-of-the-art statistical machine translation
(MT) systems have made significant progress
towards producing user-acceptable translation
output. How...
Báo cáo khoa học: "Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases" pptx
... Chinese-English paral-
lel corpora for the annual NIST machine translation
evaluation exercises.
The size of the NIST training data presents a prob-
lem for phrase-based statistical machine translation.
Decoders ... searching for. In-
crement the count for <
¯
f, ¯e >.
4. Calculate the probability for each unique
matching phrase
¯
f using the formula in Equa-
tion 1.
A co...