Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
...
tion we are more interested in cross-linguistic
structures, similar to the case of using interlin-
gua to represent cross-linguistic information in
knowledge-based MT.
To obtain structures that ... words/phrases.
Since the algorithm only uses a monolin-
gual corpus, it often introduces some language-
specific structures resulting from biased usages
of a specific language. In...
Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt
... looking at the
succeeding context according to
P
b
(w
m
1
) =
m
i=1
P (w
i
|w
m
i+1
) ≈
m
i=1
P (w
i
|w
i+n−1
i+1
) (2)
3.1 Training
For the convenience of training, we invert the or-
der in ... Computational Linguistics, pages 1288–1297,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Enhancing Language Models in Statistical Machine Translati...
Báo cáo khoa học: "DEALING WITH CONJUNCTIONS IN A MACHINE TRANSLATION ENVIRONMENT" pptx
... DEALING WITH CONJUNCTIONS
IN A MACHINE TRANSLATION ENVIRONMENT
Xiumlng HUANG
Institute of Linguistics
Chinese Academy of Social Sciences
BeiJing, China*
ABSTRACT
The paper ...
grouping of sentences containing coordinate
conjunctions. Finally, the algorithm is described
in Section 3.
I GAPPING, RIGHT NODE RAISING AND
REDUCED CONJUNCTION
I.I Gapping
Gapping is ... an English...
Báo cáo khoa học: "DEALING WITH CONJUNCTIONS IN A MACHINE TRANSLATION ENVIRONMENT" docx
... DEALING WITH CONJUNCTIONS
IN A MACHINE TRANSLATION ENVIRONMENT
Xiuming Huang
Institute of Linguistics
chinese Academy of Social Sciences
Beijing, China*
ABSTRACT
A set ...
lacks the power for resolving the ambiguities con-
tained in structures like (1).
In the machine translation system designed by
(Nagao et al 82), when dealing with conjunctions,
only the ... coordi...
Báo cáo khoa học: "Modeling Topic Dependencies in Hierarchical Text Categorization" pot
... consti-
tutes our MCC baseline.
Regarding the reranker, we divided the training
set in two chunks of data: Train1 and Train2. The
binary classifiers are trained on Train1 and tested on
Train2 (and vice versa) ... according to the number of
hypotheses (child-free setting).
using the complete hierarchy as representation, i.e.,
up to five times in training and eight time in test-
ing. This i...
Báo cáo khoa học: "Coping With Derivation in a Morphological Component" pot
... stating the information under
FUNCTOR]SYNSEM
instead.
In the first stage X2MORF processes the morpho-
tactic information including the word-form-specific
morphosyntactic information making ... associated with it lezeme.
There are problems with such a static view of the
lexicon. In the open word classes our vocabulary is
potentially infinite. Making use of derivation and
compou...
Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt
... Trigger-Based Lexicon Models. In: Pro-
ceedings of EMNLP, Singapore.
F. Och. 2003. Minimum error rate training in statistic-
al machine translation. In: Proceedings of ACL.
Sapporo, Japan.
S. Pado ... training corpus), the context will be the
words instantiating the non-terminals. In turn, the
context for the sub-phrases that instantiate the
non-terminals will be the words in...
Báo cáo khoa học: "Hypothesis Mixture Decoding for Statistical Machine Translation" ppt
... 2009.
Joint Decoding with Multiple Translation Models. In
Proceedings of the Association for Computational
Linguistics, pages 576-584.
Franz Och. 2003. Minimum Error Rate Training in Sta-
tistical ...
Statistical Machine Translation. In Proceedings of
the Association for Computational Linguistics, pages
521-528.
Yang Ye, Ming Zhou, and Chin-Yew Lin. 2007. Sen-
tence Level...
Báo cáo khoa học: "Word Sense Disambiguation Improves Statistical Machine Translation" docx
... accomplished by introduc-
ing two additional features into the MT model which
operate on the existing rules of the grammar, with-
out introducing competing rules. These features are
treated, both in feature-weight ... extracting grammar rules, we
gathered WSD training data by following the proce-
dure described in section 4.
6.1 Hiero Results
Using the MT 2002 test set, we ran the minim...
Báo cáo khoa học: "Efficient Search for Interactive Statistical Machine Translation" doc
... language sentences.
3 Interactive Machine Translation
In a statistical approach, the problem of finding
an extension
ef
+1
of a given prefix 61 can be de-
scribed by constraining the search to ... of statis-
tical machine translation. In interactive machine
translation, the basic idea is to provide an environ-
ment to a human translator that interactively reacts
upon the input a...