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131
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MT
2010
134views more  MT 2010»
14 years 11 months ago
Improve syntax-based translation using deep syntactic structures
This paper introduces deep syntactic structures to syntax-based Statistical Machine Translation (SMT). We use a Head-driven Phrase Structure Grammar (HPSG) parser to obtain the de...
Xianchao Wu, Takuya Matsuzaki, Jun-ichi Tsujii
98
Voted
EMNLP
2008
15 years 2 months ago
Forest-based Translation Rule Extraction
Translation rule extraction is a fundamental problem in machine translation, especially for linguistically syntax-based systems that need parse trees from either or both sides of ...
Haitao Mi, Liang Huang
96
Voted
LREC
2008
104views Education» more  LREC 2008»
15 years 2 months ago
Performance Evaluation of Speech Translation Systems
One of the most challenging tasks for uniformed service personnel serving in foreign countries is effective verbal communication with the local population. To remedy this problem,...
Brian A. Weiss, Craig Schlenoff, Greg Sanders, Mic...
109
Voted
NIPS
2007
15 years 2 months ago
HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation
We present a novel paradigm for statistical machine translation (SMT), based on a joint modeling of word alignment and the topical aspects underlying bilingual document-pairs, via...
Bing Zhao, Eric P. Xing
103
Voted
COLING
2010
14 years 7 months ago
Urdu and Hindi: Translation and sharing of linguistic resources
Hindi and Urdu share a common phonology, morphology and grammar but are written in different scripts. In addition, the vocabularies have also diverged significantly especially in ...
Karthik Visweswariah, Vijil Chenthamarakshan, Nand...