147 search results - page 1 / 30 » Discriminative Training of a Neural Network Statistical Pars... |
ACL
2004
13 years 6 months ago
2004
Discriminative methods have shown significant improvements over traditional generative methods in many machine learning applications, but there has been difficulty in extending th...
EACL
2003
ACL Anthology
13 years 6 months ago
2003
ACL Anthology
We present a neural-network-based statistical parser, trained and tested on the Penn Treebank. The neural network is used to estimate the parameters of a generative model of left-...
NAACL
2003
13 years 6 months ago
2003
We present a neural network method for inducing representations of parse histories and using these history representations to estimate the probabilities needed by a statistical le...
TNN
1998
13 years 4 months ago
1998
—Recurrent neural networks processing symbolic strings can be regarded as adaptive neural parsers. Given a set of positive and negative examples, picked up from a given language,...
FLAIRS
2000
13 years 6 months ago
2000
This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of syst...