DocumentCode :
1866284
Title :
Word Sense Disambiguation using WSD specific WordNet of polysemy words
Author :
Dhungana, Udaya Raj ; Shakya, Subarna ; Baral, Kabita ; Sharma, Bharat
Author_Institution :
Dept. of Electron. & Comput. Eng., Tribhuvan Univ., Lalitpur, Nepal
fYear :
2015
fDate :
7-9 Feb. 2015
Firstpage :
148
Lastpage :
152
Abstract :
This paper presents a new model of WordNet that is used to disambiguate the correct sense of polysemy word based on the clue words. The related words for each sense of a polysemy word as well as single sense word are referred to as the clue words. The conventional WordNet organises nouns, verbs, adjectives and adverbs together into sets of synonyms called synsets each expressing a different concept. In contrast to the structure of WordNet, we developed a new model of WordNet that organizes the different senses of polysemy words as well as the single sense words based on the clue words. These clue words for each sense of a polysemy word as well as for single sense word are used to disambiguate the correct meaning of the polysemy word in the given context using knowledge-based Word Sense Disambiguation (WSD) algorithms. The clue word can be a noun, verb, adjective or adverb.
Keywords :
natural language processing; WSD algorithms; WordNet; clue words; knowledge-based word sense disambiguation algorithms; polysemy words; synonyms; synsets; Accuracy; Ice; Clue Words; Context word; Hypernymy; Polysemy Words; Synset; Word Sense Disambiguation; WordNet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Semantic Computing (ICSC), 2015 IEEE International Conference on
Conference_Location :
Anaheim, CA
Type :
conf
DOI :
10.1109/ICOSC.2015.7050794
Filename :
7050794
Link To Document :
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