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AAAI
2000
14 years 11 months ago
Estimating Word Translation Probabilities from Unrelated Monolingual Corpora Using the EM Algorithm
Selecting the right word translation among several options in the lexicon is a core problem for machine translation. We present a novel approach to this problem that can be traine...
Philipp Koehn, Kevin Knight
EMNLP
2006
14 years 11 months ago
SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
We introduce SPMT, a new class of statistical Translation Models that use Syntactified target language Phrases. The SPMT models outperform a state of the art phrase-based baseline...
Daniel Marcu, Wei Wang, Abdessamad Echihabi, Kevin...
ANLP
1994
83views more  ANLP 1994»
14 years 11 months ago
Automatic Aquisition of Semantic Attributes for User Defined Words m Japanese to English Machine Translation
This paper proposes a method that automatically acquires the SAs (semantic attributes) of user defined words. Applyingthis method to the compilation of a user dictionary targeting...
Satoru Ikehara, Satoshi Shirai, Akio Yokoo, Franci...
NAACL
1994
14 years 11 months ago
The Automatic Component of the LINGSTAT Machine-Aided Translation System
We present the newest implementation of the LINGSTAT machine-aided translation system. The moat signiflcsat change from earlier versions is a new set of modules that produce a dra...
Jonathan Yamron, James Cant, Anne Demedts, Taiko D...
EMNLP
2010
14 years 7 months ago
Example-Based Paraphrasing for Improved Phrase-Based Statistical Machine Translation
In this article, an original view on how to improve phrase translation estimates is proposed. This proposal is grounded on two main ideas: first, that appropriate examples of a gi...
Aurélien Max