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EACL
2006
ACL Anthology
15 years 3 months ago
Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis
Probabilistic Latent Semantic Analysis (PLSA) models have been shown to provide a better model for capturing polysemy and synonymy than Latent Semantic Analysis (LSA). However, th...
Ayman Farahat, Francine Chen
104
Voted
SIAMAM
2008
93views more  SIAMAM 2008»
15 years 2 months ago
Mutually Exclusive Spiky Pattern and Segmentation Modeled by the Five-Component Meinhardt--Gierer System
We consider the five-component Meinhardt-Gierer model for mutually exclusive patterns and segmentation which was proposed in [11]. We prove rigorous results on the existence and st...
Juncheng Wei, Matthias Winter
EMNLP
2011
14 years 2 months ago
Dual Decomposition with Many Overlapping Components
Dual decomposition has been recently proposed as a way of combining complementary models, with a boost in predictive power. However, in cases where lightweight decompositions are ...
André L. Martins, Noah A. Smith, Már...
144
Voted
CSMR
2009
IEEE
15 years 7 months ago
Software Clustering Using Dynamic Analysis and Static Dependencies
Decomposing a software system into smaller, more manageable clusters is a common approach to support the comprehension of large systems. In recent years, researchers have focused ...
Chiragkumar Patel, Abdelwahab Hamou-Lhadj, Juergen...
ANLP
2000
77views more  ANLP 2000»
15 years 3 months ago
A Representation for Complex and Evolving Data Dependencies in Generation
This paper introduces an approach to representing the kinds of information that components in a natural language generation (NLG) system will need to communicate to one another. T...
Chris Mellish, Roger Evans, Lynne J. Cahill, Chris...