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» Smoothing and Word Sense Disambiguation

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CICLING
2009
Springer

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Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation

14 years 8 months ago

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We propose a supervised word sense disambiguation (WSD) system that uses features obtained from clustering results of word instances. Our approach is novel in that we employ semi-s...

Kazunari Sugiyama, Manabu Okumura

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COLING
2008

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Word Sense Disambiguation for All Words using Tree-Structured Conditional Random Fields

13 years 8 months ago

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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

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IJCAI
2007

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Optimizing Classifier Performance in Word Sense Disambiguation by Redefining Sense Classes

13 years 8 months ago

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Upali Sathyajith Kohomban, Wee Sun Lee

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