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» Evaluation of text clustering methods using wordnet
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COLING
1996
14 years 10 months ago
Word Sense Disambiguation using Conceptual Density
This paper presents a method for the resolution of lexical ambiguity of nouns and its automatic evaluation over the Brown Corpus. The method relies on the use of the wide-coverage...
Eneko Agirre, German Rigau
LREC
2010
213views Education» more  LREC 2010»
14 years 11 months ago
Extensive Evaluation of a FrameNet-WordNet mapping resource
Lexical resources are basic components of many text processing system devoted to information extraction, question answering or dialogue. In paste years many resources have been de...
Diego De Cao, Danilo Croce, Roberto Basili
KDD
2008
ACM
257views Data Mining» more  KDD 2008»
15 years 9 months ago
Knowledge discovery of semantic relationships between words using nonparametric bayesian graph model
We developed a model based on nonparametric Bayesian modeling for automatic discovery of semantic relationships between words taken from a corpus. It is aimed at discovering seman...
Issei Sato, Minoru Yoshida, Hiroshi Nakagawa
CIKM
2008
Springer
14 years 11 months ago
Metric-based ontology learning
Ontology learning is an important task in Artificial Intelligence, Semantic Web and Text Mining. This paper presents a novel framework for, and solutions to, three practical probl...
Hui Yang, Jamie Callan
CIRA
2007
IEEE
151views Robotics» more  CIRA 2007»
15 years 3 months ago
Image Clustering Using Visual and Text Keywords
Abstract—In classical image classification approaches, lowlevel features have been used. But the high dimensionality of feature spaces poses a challenge in terms of feature selec...
Rajeev Agrawal, Changhua Wu, William I. Grosky, Fa...