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» Statistical Machine Translation by Parsing
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ACL
2012
13 years 2 months ago
Deciphering Foreign Language by Combining Language Models and Context Vectors
In this paper we show how to train statistical machine translation systems on reallife tasks using only non-parallel monolingual data from two languages. We present a modificatio...
Malte Nuhn, Arne Mauser, Hermann Ney
LREC
2010
152views Education» more  LREC 2010»
15 years 1 months ago
English-Spanish Large Statistical Dictionary of Inflectional Forms
The paper presents an approach for constructing a weighted bilingual dictionary of inflectional forms using as input data a traditional bilingual dictionary, and not parallel corp...
Grigori Sidorov, Alberto Barrón-Cedeñ...
ACL
2008
15 years 1 months ago
Efficient Multi-Pass Decoding for Synchronous Context Free Grammars
We take a multi-pass approach to machine translation decoding when using synchronous context-free grammars as the translation model and n-gram language models: the first pass uses...
Hao Zhang, Daniel Gildea
MT
2007
91views more  MT 2007»
14 years 11 months ago
A method of creating new valency entries
Information on subcategorization and selectional restrictions is important for natural language processing tasks such as deep parsing, rule-based machine translation and automatic...
Sanae Fujita, Francis Bond
MT
2010
96views more  MT 2010»
14 years 10 months ago
Monte Carlo techniques for phrase-based translation
Recent advances in statistical machine translation have used approximate beam search for NP-complete inference within probabilistic translation models. We present an alternative ap...
Abhishek Arun, Barry Haddow, Philipp Koehn, Adam L...