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» Syntactic Contexts for Finding Semantically Related Words
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AI
2006
Springer
13 years 9 months ago
Beyond the Bag of Words: A Text Representation for Sentence Selection
Sentence selection shares some but not all the characteristics of Automatic Text Categorization. Therefore some but not all the same techniques should be used. In this paper we stu...
Maria Fernanda Caropreso, Stan Matwin
COLING
1996
13 years 6 months ago
Role of Word Sense Disambiguation in Lexical Acquisition: Predicting Semantics from Syntactic Cues
This paper addresses the issue of word-sense ambiguity in extraction from machine-readable resources for the construction of large-scale knowledge sources. We describe two experim...
Bonnie J. Dorr, Douglas A. Jones
WSTST
2005
Springer
13 years 11 months ago
An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining
Synonymy – different words with the same meaning – is a major problem for text mining systems. We have proposed asymmetric word similarities as a possible solution to this prob...
Trevor P. Martin, Masrah Azmi-Murad
JCP
2008
121views more  JCP 2008»
13 years 5 months ago
Algorithms for Identifying the Multiple Syntactic Categories and Meanings of the Word Over
The word over, among others, is associated with a great variety of syntactic categories and meanings. Although over has received attention from scholars in different frameworks for...
Yukiko Sasaki Alam
ACSC
2008
IEEE
13 years 12 months ago
Automatic thesaurus construction
1 In this paper we introduce a novel method of automating thesauri using syntactically constrained distributional similarity. With respect to syntactically conditioned cooccurrence...
Dongqiang Yang, David M. W. Powers