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» Improving Statistical Word Alignment with Ensemble Methods
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ACL
2003
13 years 8 months ago
Word Sense Disambiguation Using Pairwise Alignment
In this paper, we proposed a new supervised word sense disambiguation (WSD) method based on a pairwise alignment technique, which is used generally to measure a similarity between...
Koichi Yamashita, Keiichi Yoshida, Yukihiro Itoh
COLING
2010
13 years 2 months ago
Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training
While ITG has many desirable properties for word alignment, it still suffers from the limitation of one-to-one matching. While existing approaches relax this limitation using phra...
Shujie Liu, Chi-Ho Li, Ming Zhou
BMCBI
2011
13 years 2 months ago
Accurate statistics for local sequence alignment with position-dependent scoring by rare-event sampling
Background: Molecular database search tools need statistical models to assess the significance for the resulting hits. In the classical approach one asks the question how probable...
Stefan Wolfsheimer, Inke Herms, Sven Rahmann, Alex...
NAACL
2004
13 years 8 months ago
Improvements in Phrase-Based Statistical Machine Translation
In statistical machine translation, the currently best performing systems are based in some way on phrases or word groups. We describe the baseline phrase-based translation system...
Richard Zens, Hermann Ney
COLING
1994
13 years 8 months ago
Bilingual Text, Matching using Bilingual Dictionary and Statistics
This paper describes a unified framework for bilingnal text matching by combining existing hand-written bilingual dictionaries and statistical techniques. The process of bilingual...
Takehito Utsuro, Hiroshi Ikeda, Masaya Yamane, Yuj...