779 search results - page 53 / 156 » Information-theoretic Competitive Learning |
130
Voted
ACL
2010
15 years 1 months ago
2010
In predicate-argument structure analysis, it is important to capture non-local dependencies among arguments and interdependencies between the sense of a predicate and the semantic...
123
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. We consider a new discriminative learning approach to sequence labeling based on the statistical concept of the Z-score. Given a training set of pairs of hidden-observed ...
144
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
Causal independence modelling is a well-known method both for reducing the size of probability tables and for explaining the underlying mechanisms in Bayesian networks. In this pap...
121
Voted
WSC
2008
15 years 6 months ago
2008
We present a Generalized Lotka-Volterra (GLV) based approach for modeling and simulation of supervised inductive learning, and construction of an efficient classification algorith...
110
click to vote
ACL
2007
15 years 5 months ago
2007
A number of Russian verbs lack 1sg nonpast forms. These paradigmatic gaps are puzzling because they seemingly contradict the highly productive nature of inflectional systems. We m...