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» Decomposable Modeling in Natural Language Processing
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ICML
2010
IEEE
14 years 10 months ago
Spherical Topic Models
We introduce the Spherical Admixture Model (SAM), a Bayesian topic model for arbitrary 2 normalized data. SAM maintains the same hierarchical structure as Latent Dirichlet Allocat...
Joseph Reisinger, Austin Waters, Bryan Silverthorn...
EMNLP
2009
14 years 7 months ago
Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...
Matti Kääriäinen
MODELS
2009
Springer
15 years 4 months ago
An Incremental Algorithm for High-Performance Runtime Model Consistency
We present a novel technique for applying two-level runtime models to distributed systems. Our approach uses graph rewriting rules to transform a high-level source model into one o...
Christopher Wolfe, T. C. Nicholas Graham, W. Greg ...
MODELS
2010
Springer
14 years 8 months ago
A Dynamic-Priority Based Approach to Fixing Inconsistent Feature Models
In feature models’ construction, one basic task is to ensure the consistency of feature models, which often involves detecting and fixing of inconsistencies in feature models. S...
Bo Wang, Yingfei Xiong, Zhenjiang Hu, Haiyan Zhao,...
FDL
2004
IEEE
15 years 1 months ago
Error Estimation in Model-Driven Development for Real-Time Software
Model-driven approaches proved themselves not suited yet to support real-time software development. Even if they have the ability of capturing adequately both functional and non-f...
Oana Florescu, Jeroen Voeten, Jinfeng Huang, Henk ...