13 search results - page 1 / 3 » A Stochastic Search Approach to Grammar Induction |
ICGI
1998
Springer
13 years 9 months ago
1998
Springer
This paper describes a new sampling-based heuristic for tree search named SAGE and presents an analysis of its performance on the problem of grammar induction. This last work has b...
ECML
2000
Springer
13 years 9 months ago
2000
Springer
We examine the role of simplicity in directing the induction of context-free grammars from sample sentences. We present a rational reconstruction of Wol 's SNPR { the Gridssys...
EMNLP
2004
13 years 6 months ago
2004
Most statistical parsers have used the grammar induction approach, in which a stochastic grammar is induced from a treebank. An alternative approach is to induce a controller for ...
ETAI
2000
13 years 4 months ago
2000
Stochastic logic programs combine ideas from probabilistic grammars with the expressive power of definite clause logic; as such they can be considered as an extension of probabili...
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ILP
2007
Springer
13 years 11 months ago
2007
Springer
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...