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98
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COLING
1994
15 years 6 months ago
A Tool For Collecting Domain Dependent Sortal Constraints From Corpora
CT In this paper, we describe a tool designed to generate semi-automatically the sortal constraints specific to a domain to be used in a natural language (NL) understanding system....
François Andry, Jean Mark Gawron, John Dowd...
131
Voted
SAC
2004
ACM
15 years 10 months ago
Mining dependence rules by finding largest itemset support quota
In the paper a new data mining algorithm for finding the most interesting dependence rules is described. Dependence rules are derived from the itemsets with support significantly ...
Alexandr A. Savinov
ANLP
1997
60views more  ANLP 1997»
15 years 6 months ago
The Domain Dependence of Parsing
A major concern in corpus based approaches is that the applicability of the acquired knowledge may be limited by some feature of the corpus, in particular, the notion of text `dom...
Satoshi Sekine
171
Voted
CORR
2007
Springer
87views Education» more  CORR 2007»
15 years 5 months ago
Detection of Gauss-Markov Random Fields with Nearest-Neighbor Dependency
Abstract—The problem of hypothesis testing against independence for a Gauss–Markov random field (GMRF) is analyzed. Assuming an acyclic dependency graph, an expression for the...
Animashree Anandkumar, Lang Tong, Ananthram Swami
JMLR
2010
194views more  JMLR 2010»
14 years 12 months ago
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies
Discovering the dependencies among the variables of a domain from examples is an important problem in optimization. Many methods have been proposed for this purpose, but few large...
Elham Salehi, Jayashree Nyayachavadi, Robin Gras