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AMC
2011
14 years 8 months ago
Large correlation analysis
:In this paper, a novel supervised dimensionality reduction method is developed based on both the correlation analysis and the idea of large margin learning. The method aims to m...
Xiaohong Chen, Songcan Chen, Hui Xue
NAACL
2003
15 years 6 months ago
Sentence Level Discourse Parsing using Syntactic and Lexical Information
We introduce two probabilistic models that can be used to identify elementary discourse units and build sentence-level discourse parse trees. The models use syntactic and lexical ...
Radu Soricut, Daniel Marcu
COGSCI
2011
49views more  COGSCI 2011»
14 years 11 months ago
What a Rational Parser Would Do
This article examines cognitive process models of human sentence comprehension based on the idea of informed search. These models are rational in the sense that they strive to qui...
John T. Hale
133
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IWPT
2001
15 years 6 months ago
Probabilistic Modelling of Island-Driven Parsing
Two methods for stochastically modelling bidirectionality in chart parsing are presented. A probabilistic islanddriven parser which uses such models (either isolated or in combina...
Alicia Ageno, Horacio Rodríguez
ICPR
2004
IEEE
16 years 5 months ago
Nearest Neighbor Ensemble
Recent empirical work has shown that combining predictors can lead to significant reduction in generalization error. The individual predictors (weak learners) can be very simple, ...
Bojun Yan, Carlotta Domeniconi