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» Fast Parsing Using Pruning and Grammar Specialization
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IJCNLP
2004
Springer
13 years 10 months ago
Iterative CKY Parsing for Probabilistic Context-Free Grammars
This paper presents an iterative CKY parsing algorithm for probabilistic contextfree grammars (PCFG). This algorithm enables us to prune unnecessary edges produced during parsing,...
Yoshimasa Tsuruoka, Jun-ichi Tsujii
JACM
2002
83views more  JACM 2002»
13 years 5 months ago
Fast context-free grammar parsing requires fast boolean matrix multiplication
In 1975, Valiant showed that Boolean matrix multiplication can be used for parsing contextfree grammars (CFGs), yielding the asympotically fastest (although not practical) CFG par...
Lillian Lee
EMNLP
2004
13 years 6 months ago
Induction of Greedy Controllers for Deterministic Treebank Parsers
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 ...
Tom Kalt
ADL
1997
Springer
125views Digital Library» more  ADL 1997»
13 years 9 months ago
Error Tolerant Document Structure Analysis
Successful applications of digital libraries require structured access to sources of information. This paper presents an approach to extract the logical structure of text document...
Bertin Klein, Peter Fankhauser
ACL
2006
13 years 6 months ago
Hybrid Parsing: Using Probabilistic Models as Predictors for a Symbolic Parser
In this paper we investigate the benefit of stochastic predictor components for the parsing quality which can be obtained with a rule-based dependency grammar. By including a chun...
Kilian A. Foth, Wolfgang Menzel