Báo cáo khoa học: "A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation" pptx
Báo cáo khoa học: "A Clustered Global Phrase Reordering Model for Statistical Machine Translation" docx
... pages 713–720,
Sydney, July 2006.
c
2006 Association for Computational Linguistics
A Clustered Global Phrase Reordering Model
for Statistical Machine Translation
Masaaki Nagata
NTT Communication ... rule as,
where is a translation model and is a
target language model.
In phrase-based statistical machine translation,
the source sentence
is segmented into a sequence
of phra...
Tài liệu Báo cáo khoa học: "Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation" pptx
... 2009.
c
2009 Association for Computational Linguistics
Bilingually Motivated Domain-Adapted Word Segmentation
for Statistical Machine Translation
Yanjun Ma Andy Way
National Centre for Language Technology
School ... LDC seg-
menter
2
and Stanford segmenter version 2006-05-
11
3
. Both ICTCLAS and Stanford segmenters
utilise machine learning techniques, with Hidden
Markov Models...
Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
... reordering model for
phrase-based statistical machine transla-
tion (SMT) that uses a maximum entropy
(MaxEnt) model to predicate reorderings
of neighbor blocks (phrase pairs). The
model provides ... pages 521–528,
Sydney, July 2006.
c
2006 Association for Computational Linguistics
Maximum Entropy Based Phrase Reordering
Model for Statistical Machine Translation
Deyi Xi...
Báo cáo khoa học: "A Comparative Study on Reordering Constraints in Statistical Machine Translation" potx
... statistical machine translation (Brown et al.,
1990). It allows an independent modeling of tar-
get language model P r (e
I
1
) and translation model
P r(f
J
1
|e
I
1
). The target language model ... p(e
|e
) ·(1 − p
m
)
We formulated this equation for a bigram lan-
guage model, but of course, the same method can
also be applied for a trigram language model. The
resulti...
Tài liệu Báo cáo khoa học: "A Discriminative Syntactic Word Order Model for Machine Translation" pdf
... order model for machine
translation which makes use of both syntactic and
surface information.
The framework for our statistical model is as fol-
lows. We assume the existence of a dependency tree
for ... the local tree order model outperformed either
model by a large margin. This indicates that combin-
ing syntactic (from the LTOM model) and surface-
based (from the la...
Báo cáo khoa học: "A FRIENDLY AND FLEXIBLE FRONT-END FOR DATA MANAGEMENT SYSTEMS" pptx
... the dictionary is not rich enough for him. For
example, for efficiency a user might prefer to use "wh"
for "warehouse" and "co" for "company". Another ... contains
an encz 7 for each group with its links co ocher groups.
For nscwork dace bases, cha link is the chain name for
the primary chain chac connects master and derail
records....
Báo cáo khoa học: "A Modified Joint Source-Channel Model for Transliteration" ppt
... The joint source-channel model with
linguistic knowledge (Model D) has not
performed well in the Bengali-English machine
transliteration whereas the trigram model (Model
E) needs further attention ... as follows. The
machine transliteration problem has been
formulated under both noisy-channel model and
joint source-channel model in Section 2. A
number of transliteration m...
Báo cáo khoa học: "A Syllable Based Word Recognition Model for Korean Noun Extraction" potx
... most
probable syllable-tag sequence of the input sentence
by using statistical information and extracts nouns
by detecting the word boundaries. The statistical in-
formation is automatically ... the syllable based
word recognition model. It finds the
most probable syllable-tag sequence of
the input sentence by using automatically
acquired statistical information from the
POS tagged...
Báo cáo khoa học: "A Feature-Rich Constituent Context Model for Grammar Induction" doc
... grammars
from corpora. In Workshop Notes for Statistically-
Based NLP Techniques, AAAI, pages 1–13.
David Chiang. 2005. A hierarchical phrase-based model
for statistical machine translation. In Proceedings ... using a log-linear model:
P
t
(y|x) =
exp w, f
xyt
y
exp
w, f
xy
t
(1)
This technique for parameter transformation was
shown to be effective in unsupervised m...
Báo cáo khoa học: "A PROPER TREATMEMT OF SYNTAX AND SEMANTICS IN MACHINE TRANSLATION" potx
... in a unified form without being affected
by the
syntactic
variety.
(2) Semantic representation can play a pivotal
role for language transformation and can provide
a basis for constructing ... machine
translation systems; one is for English-Japanese
translation [6] and the other is for Japanese-
English translation•
The prototype model system for English-
Japanese tran...
Từ khóa:
- a discriminative latent variable model for statistical machine translation
- a probabilistic approach to syntaxbased reordering for statistical machine translation
- a hierarchical phrasebased model for statistical machine translation
- a localized prediction model for statistical machine translation
- a maximum entropy segmentation model for statistical machine translation
- a topic based coherence model for statistical machine translation
- a unigram orientation model for statistical machine translation
- báo cáo khoa học