Báo cáo khoa học: "Distortion Models For Statistical Machine Translation" doc
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 reasonabl...
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...
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: "Transductive learning for statistical machine translation" potx
... ad-
ditional models is performed. The system generates
a 5,000-best list of alternative translations for each
source sentence. These lists are rescored with the
following models: (a) the different models ... 25–32,
Prague, Czech Republic, June 2007.
c
2007 Association for Computational Linguistics
Transductive learning for statistical machine translation
Nicola Ueffing
National...
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 ... dev2
and dev3) for development and testing. We used
the dev1 set for parameter tuning, the dev2 set
for choosing the setting of the proposed method,
which is described below, and th...
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 ... incorrect
parts from correct parts is therefore very desir-
able not only for post-editing and interactive ma-
chine translation (Ueffing and Ney, 2007) but also
for SMT itself: ei...
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 ... collapsing spurious ambiguity for
other tasks as well. Such tasks include data-
oriented parsing (DOP), applications of Hidden
Markov Models (HMMs) and mixture models, and
oth...
Báo cáo khoa học: "Computational Complexity of Statistical Machine Translation" doc
... models which have become to be
known in the field of machine translation as IBM
models. For a detailed introduction to IBM trans-
lation models, please see (Brown et al., 1993). In
practice, models ... NP-Hard
for IBM Models 3, 4, and 5.
2. Expectation Evaluation in EM Iterations is
#P-Complete for IBM Models 3, 4, and 5.
3. Conditional Probability computation is
#P-Complete...
Báo cáo khoa học: "Fertility Models for Statistical Natural Language Understanding" pdf
... in-
crease in performance of about 2-3% for most mod-
els. For General-LM, results increased by 8-10%.
The Poisson and general fertility models show a 2-
5% gain in performance over the basic ... translation probabilities are shown
for the unigram and headword models in table 2.
The formal language words have captured reason-
able English words for their most likely transla-...
Báo cáo khoa học: "Generative Models for Statistical Parsing with Combinatory Categorial Grammar" pptx
... ap-
propriate for a formalism like CCG with a large set
of lexical categories than one generic token for all
unknown words.
The performance of the baseline model is shown
in the top row of table 3. For ... probability models for a wide-
coverage Combinatory Categorial Gram-
mar (CCG) parser. These models are
trained and tested on a corpus obtained by
translating the Penn Treebank...
Từ khóa:
- adaptation of reordering models for statistical machine translation
- continuous space language models for statistical machine translation
- large scale discriminative n gram language models for statistical machine translation
- syntaxbased language models for statistical machine translation
- a comparison of alignment models for statistical machine translation
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