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ACL
2008
13 years 6 months ago
Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs
We present a novel approach to weakly supervised semantic class learning from the web, using a single powerful hyponym pattern combined with graph structures, which capture two pr...
Zornitsa Kozareva, Ellen Riloff, Eduard H. Hovy
ICSM
2006
IEEE
13 years 10 months ago
Source-Level Linkage: Adding Semantic Information to C++ Fact-bases
Facts extracted from source code have been used to support a variety of software engineering activities, ranging from architectural understanding, through detection of design patt...
Daqing Hou, H. James Hoover
ITS
2010
Springer
163views Multimedia» more  ITS 2010»
13 years 6 months ago
Correcting Scientific Knowledge in a General-Purpose Ontology
General-purpose ontologies (e.g. WordNet) are convenient, but they are not always scientifically valid. We draw on techniques from semantic class learning to improve the scientific...
Michael Lipschultz, Diane J. Litman
ACL
2009
13 years 2 months ago
Automatic Set Instance Extraction using the Web
An important and well-studied problem is the production of semantic lexicons from a large corpus. In this paper, we present a system named ASIA (Automatic Set Instance Acquirer), ...
Richard C. Wang, William W. Cohen