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NAACL
2003
14 years 11 days ago
Unsupervised methods for developing taxonomies by combining syntactic and statistical information
This paper describes an unsupervised algorithm for placing unknown words into a taxonomy and evaluates its accuracy on a large and varied sample of words. The algorithm works by ļ...
Dominic Widdows
COLING
2000
14 years 11 days ago
Automatic Lexical Acquisition Based on Statistical Distributions
We automatically classify verbs into lexical semantic classes, based on distributions of indicators of verb alternations, extracted from a very large annotated corpus. We address ...
Suzanne Stevenson, Paola Merlo
ICIW
2009
IEEE
13 years 8 months ago
Detecting Ontology Mappings via Descriptive Statistical Methods
Instance-based ontology mapping comprises a collection of theoretical approaches and applications for identifying the implicit semantic similarities between two ontologies on the ...
Konstantin Todorov
NIPS
2004
14 years 11 days ago
Integrating Topics and Syntax
Statistical approaches to language learning typically focus on either short-range syntactic dependencies or long-range semantic dependencies between words. We present a generative...
Thomas L. Griffiths, Mark Steyvers, David M. Blei,...
FOSSACS
2005
Springer
14 years 4 months ago
Congruence for Structural Congruences
Structural congruences have been used to deļ¬ne the semantics and to capture inherent properties of language constructs. They have been used as an addendum to transition system sp...
Mohammad Reza Mousavi, Michel A. Reniers