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» Similarity-Based Methods for Word Sense Disambiguation
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EACL
2006
ACL Anthology
15 years 6 months ago
Determining Word Sense Dominance Using a Thesaurus
The degree of dominance of a sense of a word is the proportion of occurrences of that sense in text. We propose four new methods to accurately determine word sense dominance using...
Saif Mohammad, Graeme Hirst
ACL
2004
15 years 6 months ago
Finding Predominant Word Senses in Untagged Text
In word sense disambiguation (WSD), the heuristic of choosing the most common sense is extremely powerful because the distribution of the senses of a word is often skewed. The pro...
Diana McCarthy, Rob Koeling, Julie Weeds, John A. ...
146
Voted
EMNLP
2004
15 years 6 months ago
Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias
This paper explores the large-scale acquisition of sense-tagged examples for Word Sense Disambiguation (WSD). We have applied the "WordNet monosemous relatives" method t...
Eneko Agirre, David Martínez
113
Voted
CICLING
2005
Springer
15 years 10 months ago
A Mapping Between Classifiers and Training Conditions for WSD
This paper studies performance of various classifiers for Word Sense Disambiguation considering different training conditions. Our preliminary results indicate that the number and ...
Aarón Pancardo-Rodríguez, Manuel Mon...
129
Voted
KCAP
2009
ACM
15 years 11 months ago
Overview of a semantic disambiguation method for unstructured web contexts
In this paper we give an overview of a multiontology disambiguation method, targeted to discover the intended meaning of words in unstructured web contexts. It receives an ambiguo...
Jorge Gracia, Eduardo Mena