Paper: Applying Spectral Clustering for Chinese Word Sense Induction

ACL ID W10-4173
Title Applying Spectral Clustering for Chinese Word Sense Induction
Venue Joint Conference on Chinese Language Processing
Session Main Conference
Year 2010
Authors

Sense Induction is the process of identify- ing the word sense given its context, often treated as a clustering task. This paper ex- plores the use of spectral cluster method which incorporates word features and n- gram features to determine which cluster the word belongs to, each cluster repre- sents one sense in the given document set.