Entry Huang:2013:CAT from talip.bib
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BibTeX entry
@Article{Huang:2013:CAT,
author = "Chung-Chi Huang and Mei-Hua Chen and Ping-Che Yang and
Jason S. Chang",
title = "A Computer-Assisted Translation and Writing System",
journal = j-TALIP,
volume = "12",
number = "4",
pages = "15:1--15:??",
month = oct,
year = "2013",
CODEN = "????",
DOI = "https://doi.org/10.1145/2505984",
ISSN = "1530-0226 (print), 1558-3430 (electronic)",
ISSN-L = "1530-0226",
bibdate = "Wed Oct 30 12:33:24 MDT 2013",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/talip.bib",
abstract = "We introduce a method for learning to predict text and
grammatical construction in a computer-assisted
translation and writing framework. In our approach,
predictions are offered on the fly to help the user
make appropriate lexical and grammar choices during the
translation of a source text, thus improving
translation quality and productivity. The method
involves automatically generating general-to-specific
word usage summaries (i.e., writing suggestion module),
and automatically learning high-confidence word- or
phrase-level translation equivalents (i.e., translation
suggestion module). At runtime, the source text and its
translation prefix entered by the user are broken down
into $n$-grams to generate grammar and translation
predictions, which are further combined and ranked via
translation and language models. These ranked
prediction candidates are iteratively and interactively
displayed to the user in a pop-up menu as translation
or writing hints. We present a prototype writing
assistant, TransAhead, that applies the method to a
human-computer collaborative environment. Automatic and
human evaluations show that novice translators or
language learners substantially benefit from our system
in terms of translation performance (i.e., translation
accuracy and productivity) and language learning (i.e.,
collocation usage and grammar). In general, our
methodology of inline grammar and text predictions or
suggestions has great potential in the field of
computer-assisted translation, writing, or even
language learning.",
acknowledgement = ack-nhfb,
articleno = "15",
fjournal = "ACM Transactions on Asian Language Information
Processing",
journal-URL = "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}
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3(3)190,
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12(3)11,
12(4)17,
13(1)1,
13(2)8,
13(3)13,
13(4)17,
13(4)18
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9(3)11,
13(2)6,
13(3)12
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