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» Relative Entropy and Statistics
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EMNLP
2009
14 years 10 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
113
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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
15 years 7 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
DSSCV
2005
Springer
15 years 5 months ago
Histogram Statistics of Local Model-Relative Image Regions
Abstract. We present a novel approach to statistically characterize histograms of model-relative image regions. A multiscale model is used as an aperture to define image regions a...
Robert E. Broadhurst, Joshua Stough, Stephen M. Pi...
CCA
2009
Springer
15 years 5 months ago
From Interval Computations to Constraint-Related Set Computations: Towards Faster Estimation of Statistics and ODEs under Interv
Interval computations estimate the uncertainty of the result of data processing in situations in which we only know the upper bounds ∆ on the measurement errors. In this case, ba...
Vladik Kreinovich
LREC
2010
159views Education» more  LREC 2010»
15 years 1 months ago
Automatic Term Recognition Based on the Statistical Differences of Relative Frequencies in Different Corpora
In this paper, we propose a method for automatic term recognition (ATR) which uses the statistical differences of relative frequencies of terms in target domain corpus and elsewhe...
Junko Kubo, Keita Tsuji, Shigeo Sugimoto