TY  - CPAPER
AU  - Ye, Mr. Patrick
Y2  - 2014/05/22
Y1  - 2004
UR  - http://hdl.handle.net/11343/33813
AB  - Selectional preferences are a source of linguistic information commonly applied to the task of Word Sense Disambiguation (WSD). To date, WSD systems using selectional preferences as the main disambiguation mechanism have achieved limited success. One possible reason for this limitation is the limited number of semantic roles used in the construction of selectional preferences. This study investigates whether better performance can be achieved using the current state-of-art semantic role labelling systems, and explores alternative ways of applying selectional preferences for WSD. In this study, WordNet noun synonym sets and hypernym sets were used in the construction of selectional preferences; Semcor2.0 data was used for the training and evaluation of a support vector machine classifier and a Naive Bayes classifier.
N1  - application/pdf
LA  - eng
T1  - Selectional Preferenced Based Verb Sense Disambiguation Using WordNet
IS  - Proceedings,  Australasian Language Technology Workshop 2004
SP  - 155-162
L1  - /bitstream/handle/11343/33813/66069_00000777_01_verb_wsd.pdf?sequence=1&isAllowed=y
ER  -