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OOPSLA
1987
Springer
15 years 9 months ago
Metaclasses are First Class: the ObjVlisp Model
This paper shows how an attempt at a uniform and reflective definition resulted in an open-ended system supporting ObjVlisp, which we use to simulate object-oriented language exte...
Pierre Cointe
EMNLP
2008
15 years 7 months ago
Two Languages are Better than One (for Syntactic Parsing)
We show that jointly parsing a bitext can substantially improve parse quality on both sides. In a maximum entropy bitext parsing model, we define a distribution over source trees,...
David Burkett, Dan Klein
ITCC
2005
IEEE
15 years 11 months ago
A Scalable Generative Topographic Mapping for Sparse Data Sequences
We propose a novel, computationally efficient generative topographic model for inferring low dimensional representations of high dimensional data sets, designed to exploit data s...
Ata Kabán
SPLC
2004
15 years 7 months ago
Staged Configuration Using Feature Models
Feature modeling is an important approach to capturing commonalities and variabilities in system families and product lines. In this paper, we propose a cardinality-based notation ...
Krzysztof Czarnecki, Simon Helsen, Ulrich W. Eisen...
JMLR
2010
192views more  JMLR 2010»
15 years 28 days ago
Efficient Learning of Deep Boltzmann Machines
We present a new approximate inference algorithm for Deep Boltzmann Machines (DBM's), a generative model with many layers of hidden variables. The algorithm learns a separate...
Ruslan Salakhutdinov, Hugo Larochelle