Paper: Representations for category disambiguation

ACL ID C08-1026
Title Representations for category disambiguation
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2008

AsitservesasabasisforPOStagging, cat- egory induction, and human category ac- quisition, we investigate the information needed to disambiguate a word in a lo- cal context, when using corpus categories. Specifically, we increase the recall of an error detection method by abstracting the word to be disambiguated to a represen- tation containing information about some of its inherent properties, namely the set of categories it can potentially have. This work thus provides insights into the rela- tion of corpus categories to categories de- rived from local contexts.