Báo cáo khoa học: "Statistical Machine Translation through Global Lexical Selection and Sentence Reconstruction" doc
Báo cáo khoa học: "Statistical Machine Translation through Global Lexical Selection and Sentence Reconstruction" doc
... 2007.
c
2007 Association for Computational Linguistics
Statistical Machine Translation through Global Lexical Selection and
Sentence Reconstruction
Srinivas Bangalore, Patrick Haffner, Stephan ... Introduction
Machine translation can be viewed as consisting of
two subproblems: (a) lexical selection, where appro-
priate target language lexical items are chosen for
eac...
Tài liệu Báo cáo khoa học: "Statistical Machine Translation by Parsing" pptx
... lower-dimensional PMTG and
a word-to-word translation model is similar in spirit
to the way that regular grammars can help to es-
timate CFGs (Lari & Young, 1990), and the way
that simple translation ... statistical machine translation
(MTSMT) is an architecture for SMT that revolves
around multitrees. Figure 7 shows how to build and
use a rudimentary MTSMT system, starting...
Báo cáo khoa học: "Statistical Machine Translation for Query Expansion in Answer Retrieval" pptx
... local word order and idiomatic expressions
through the use of phrases, and by the deployment
of large n-gram language models to model fluency
and lexical choice.
4.1 Question-Answer Translation
Our ... 2000; Echihabi and Marcu,
2003; Soricut and Brill, 2006). Information retrieval
(IR) is faced by a similar fundamental problem of
“term mismatch” between queries and documents....
Báo cáo khoa học: "Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora" potx
... between sentence- and word-aligned train-
ing material.
5.4 Ratio of word- to sentence- aligned data
We also varied the ratio of word-aligned to
sentence- aligned data, and evaluated the AER and
Bleu ... word-aligned to sentence- aligned data
500 sentence pairs
2000 sentence pairs
8000 sentence pairs
16000 sentence pairs
Figure 4: The effect on Bleu of varying the ratio of
w...
Báo cáo khoa học: "Online Plagiarism Detection Through Exploiting Lexical, Syntactic, and Semantic Information" potx
... plagiarism by exploiting lexical,
syntactic and semantic features that includes
duplication-gram, reordering and alignment of
words, POS and phrase tags, and semantic
similarity of sentences. We establish ...
1995
Word +
Sentence
Percentage of matching
sentences.
White and
Joy, 2004
Sentence
Average overlap ratio of
the sentence pairs using 2
pre-defined threshol...
Tài liệu Báo cáo khoa học: "Robust Machine Translation Evaluation with Entailment Features∗" pptx
... that
are semantically close but not identical. Banerjee
and Lavie (2005) and Chan and Ng (2008) use
WordNet, and Zhou et al. (2006) and Kauchak
and Barzilay (2006) exploit large collections of
automatically-extracted ... (Harabagiu and Hickl, 2006).
The relation between textual entailment and MT
evaluation is shown in Figure 1. Perfect MT output
and the reference translatio...
Tài liệu Báo cáo khoa học: "Collaborative Machine Translation Service for Scientific texts" pdf
... trans-
lations for the same type of documents. Without
appropriate tools, the expertise and time spent for
translation activity by the first community is lost
and do not benefit to translation requests of ... terminology choices when available, and
the token alignment between source and tar-
get sentences.
• The translation is proposed to the user for
post-editing through a rich...
Báo cáo khoa học: "Is Machine Translation Ripe for Cross-lingual Sentiment Classification" pdf
... 429–433,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Is Machine Translation Ripe for Cross-lingual Sentiment Classification?
Kevin Duh and Akinori Fujino and Masaaki ... where labeled translations and test
data have some mismatch. Various prior work
have achieved positive results using this ap-
proach.
In this opinion piece, we take a step ba...
Báo cáo khoa học: "Improving Machine Translation of Null Subjects in Italian and Spanish" pot
... corpus and tuned on
2,000 additional sentence pairs, and includes a 3-
gram language model.
Tables 3 and 4 show percentages of correct, in-
correct and missing translations of personal and
impersonal ... language pair, composed of
976 sentences for IT→FR and 1,005 sentences
for ES→FR. We opted for machine translations
also on the target side, rather than human refer-
ence tran...
Tài liệu Báo cáo khoa học: "Term-list Translation using Mono-lingual Word Co-occurrence Vectors*" doc
... consists of
two words, say wl and w~, and their transla-
tion include wll for wl and w23 for w2, then
(w11, w23) is a translation candidate. If wl and
w~ have two and three alternatives respectively ... possible translation candidates.
2. Disambiguation:
In this step, all possible translation candidates
are ranked according to a measure that reflects
the 'coherenc...
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