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COLING
2010
13 years 5 months ago
Broad Coverage Multilingual Deep Sentence Generation with a Stochastic Multi-Level Realizer
Most of the known stochastic sentence generators use syntactically annotated corpora, performing the projection to the surface in one stage. However, in full-fledged text generati...
Bernd Bohnet, Leo Wanner, Simon Mille, Alicia Burg...
JMLR
2010
129views more  JMLR 2010»
13 years 5 months ago
Expectation Truncation and the Benefits of Preselection In Training Generative Models
We show how a preselection of hidden variables can be used to efficiently train generative models with binary hidden variables. The approach is based on Expectation Maximization (...
Jörg Lücke, Julian Eggert
SIGMOD
2011
ACM
222views Database» more  SIGMOD 2011»
13 years 1 months ago
Data generation using declarative constraints
We study the problem of generating synthetic databases having declaratively specified characteristics. This problem is motivated by database system and application testing, data ...
Arvind Arasu, Raghav Kaushik, Jian Li
SIGMOD
2011
ACM
290views Database» more  SIGMOD 2011»
13 years 1 months ago
Database state generation via dynamic symbolic execution for coverage criteria
Automatically generating sufficient database states is imperative to reduce human efforts in testing database applications. Complementing the traditional block or branch coverage...
Kai Pan, Xintao Wu, Tao Xie
ICDCSW
2011
IEEE
12 years 9 months ago
Link-Level Network Topology Generation
Abstract—Internet topology generation involves producing synthetic network topologies that imitate the characteristics of the Internet. Although the accuracy of newly developed n...
Mehmet Burak Akgun, Mehmet Hadi Gunes