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ACL
2010
13 years 7 months ago
Improving Statistical Machine Translation with Monolingual Collocation
This paper proposes to use monolingual collocations to improve Statistical Machine Translation (SMT). We make use of the collocation probabilities, which are estimated from monoli...
Zhan-yi Liu, Haifeng Wang, Hua Wu, Sheng Li
ACL
2010
13 years 7 months ago
Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
We explore how to improve machine translation systems by adding more translation data in situations where we already have substantial resources. The main challenge is how to buck ...
Michael Bloodgood, Chris Callison-Burch
EMNLP
2009
13 years 6 months ago
Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages
We propose a novel language-independent approach for improving statistical machine translation for resource-poor languages by exploiting their similarity to resource-rich ones. Mo...
Preslav Nakov, Hwee Tou Ng
CHI
2009
ACM
14 years 9 months ago
Difficulties in establishing common ground in multiparty groups using machine translation
When people communicate in their native languages using machine translation, they face various problems in constructing common ground. This study investigates the difficulties of ...
Naomi Yamashita, Rieko Inaba, Hideaki Kuzuoka, Tor...
LREC
2008
98views Education» more  LREC 2008»
13 years 10 months ago
Producing a Test Collection for Patent Machine Translation in the Seventh NTCIR Workshop
In aiming at research and development on machine translation, we produced a test collection for Japanese-English machine translation in the seventh NTCIR Workshop. This paper desc...
Atsushi Fujii, Masao Utiyama, Mikio Yamamoto, Take...