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» Information retrieval using word senses: root sense tagging ...
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SIGIR
2005
ACM
14 years 28 days ago
Noun sense induction using web search results
This paper presents an algorithm for unsupervised noun sense induction, based on clustering of Web search results. The algorithm does not utilize labeled training instances or any...
Goldee Udani, Shachi Dave, Anthony Davis, Tim Sibl...
NIPS
2008
13 years 8 months ago
Unsupervised Learning of Visual Sense Models for Polysemous Words
Polysemy is a problem for methods that exploit image search engines to build object category models. Existing unsupervised approaches do not take word sense into consideration. We...
Kate Saenko, Trevor Darrell
EMNLP
2004
13 years 8 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
LREC
2010
150views Education» more  LREC 2010»
13 years 8 months ago
A Corpus for Evaluating Semantic Multilingual Web Retrieval Systems: The Sense Folder Corpus
In this paper, we present the multilingual Sense Folder Corpus. After the analysis of different corpora, we describe the requirements that have to be satisfied for evaluating sema...
Ernesto William De Luca
SEMCO
2009
IEEE
14 years 2 months ago
Word Sense Disambiguation Based on Wikipedia Link Structure
In this paper an approach based on Wikipedia link structure for sense disambiguation is presented and evaluated. Wikipedia is used as a reference to obtain lexicographic relations...
Angela Fogarolli