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COLING
2002
13 years 4 months ago
The Computation of Word Associations: Comparing Syntagmatic and Paradigmatic Approaches
It is shown that basic language processes such as the production of free word associations and the generation of synonyms can be simulated using statistical models that analyze th...
Reinhard Rapp
EMNLP
2009
13 years 2 months ago
A Comparison of Windowless and Window-Based Computational Association Measures as Predictors of Syntagmatic Human Associations
Distance-based (windowless) word assocation measures have only very recently appeared in the NLP literature and their performance compared to existing windowed or frequency-based ...
Justin Washtell, Katja Markert
ACL
2006
13 years 6 months ago
Word Sense Disambiguation Using Lexical Cohesion in the Context
This paper designs a novel lexical hub to disambiguate word sense, using both syntagmatic and paradigmatic relations of words. It only employs the semantic network of WordNet to c...
Dongqiang Yang, David M. W. Powers
LREC
2010
136views Education» more  LREC 2010»
13 years 6 months ago
Exploring the Relationship between Semantic Spaces and Semantic Relations
This study examines the relationship between two kinds of semantic spaces -- i.e., spaces based on term frequency (tf) and word cooccurrence frequency (co) -- and four semantic re...
Akira Utsumi
SMC
2010
IEEE
202views Control Systems» more  SMC 2010»
13 years 3 months ago
Evaluating the performance of nonnegative matrix factorization for constructing semantic spaces: Comparison to latent semantic a
—This study examines the ability of nonnegative matrix factorization (NMF) as a method for constructing semantic spaces, in which the meaning of each word is represented by a hig...
Akira Utsumi