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» Using Wikipedia for Automatic Word Sense Disambiguation
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IJCNLP
2004
Springer
14 years 1 months ago
Word Sense Disambiguation Using Heterogeneous Language Resources
This paper proposes a robust method for word sense disambiguation of Japanese. We combined several classifiers using heterogeneous language resources, a machine readable dictiona...
Kiyoaki Shirai, Takayuki Tamagaki
LREC
2010
222views Education» more  LREC 2010»
13 years 9 months ago
A New Approach to Pseudoword Generation
Sense-tagged corpora are used to evaluate word sense disambiguation (WSD) systems. Manual creation of such resources is often prohibitively expensive. That is why the concept of p...
Lubomir Otrusina, Pavel Smrz
ACL
2001
13 years 9 months ago
Mapping Lexical Entries in a Verbs Database to WordNet Senses
This paper describes automatic techniques for mapping 9611 entries in a database of English verbs to WordNet senses. The verbs were initially grouped into 491 classes based on syn...
Rebecca Green, Lisa Pearl, Bonnie J. Dorr, Philip ...
COLING
2008
13 years 9 months ago
Word Sense Disambiguation for All Words using Tree-Structured Conditional Random Fields
We propose a supervised word sense disambiguation (WSD) method using tree-structured conditional random fields (TCRFs). By applying TCRFs to a sentence described as a dependency t...
Jun Hatori, Yusuke Miyao, Jun-ichi Tsujii
ACL
2011
12 years 11 months ago
ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation
Els Lefever, Véronique Hoste, Martine De Co...