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» Metaphor Identification Using Verb and Noun Clustering
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COLING
2010
12 years 11 months ago
Metaphor Identification Using Verb and Noun Clustering
We present a novel approach to automatic metaphor identification in unrestricted text. Starting from a small seed set of manually annotated metaphorical expressions, the system is...
Ekaterina Shutova, Lin Sun, Anna Korhonen
CICLING
2011
Springer
12 years 8 months ago
Identification of Conjunct Verbs in Hindi and Its Effect on Parsing Accuracy
This paper introduces a work on identification of conjunct verbs in Hindi. The paper will first focus on investigating which noun-verb combination makes a conjunct verb in Hindi us...
Rafiya Begum, Karan Jindal, Ashish Jain, Samar Hus...
ACL
2004
13 years 6 months ago
Chinese Verb Sense Discrimination Using an EM Clustering Model with Rich Linguistic Features
This paper discusses the application of the Expectation-Maximization (EM) clustering algorithm to the task of Chinese verb sense discrimination. The model utilized rich linguistic...
Jinying Chen, Martha Stone Palmer
JIPS
2007
103views more  JIPS 2007»
13 years 4 months ago
Feature Extraction of Concepts by Independent Component Analysis
: Semantic clustering is important to various fields in the modern information society. In this work we applied the Independent Component Analysis method to the extraction of the f...
Altangerel Chagnaa, Cheolyoung Ock, Chang Beom Lee...
BIBM
2008
IEEE
107views Bioinformatics» more  BIBM 2008»
13 years 11 months ago
Multiway Clustering for Creating Biomedical Term Sets
We present an EM-based clustering method that can be used for constructing or augmenting ontologies such as MeSH. Our algorithm simultaneously clusters verbs and nouns using both ...
Vasileios Kandylas, Lyle H. Ungar, Ted Sandler, Sh...