An Organizational Approach to the Polysemy Problem in WordNet

作者: Abed Alhakim Freihat

DOI:

关键词:

摘要: Polysemy in WordNet corresponds to various kinds of linguistic phenomena that can be grouped into five classes. One them is homonymy refers the cases, where meanings a term are unrelated, and three classes refer polysemy related. These specialization polysemy, metonymy, metaphoric polysemy.Another class compound noun polysemy. In this thesis, we focus on polysemy. Compound use modified noun. Specialization type related referring when used either more general meaning or specific meaning. Compound considered main reasons behind highpolysemous nature make redundant too fine grained for natural language processing. Another problem its representation. represents polysemous terms by capturing different at lexical level but without giving emphasis these belong to. The representation affect usability it as suitable knowledge resource processing applications. In fact, challenging applications, especially field information retrieval semantic search. To solve problem, many approaches have been suggested. Although all state art good partially, they do not give solution it. In propose novel approach case nouns. Solving an important step enhances resource. The proposed alternative existing approaches. It complementary systematic

参考文章(48)
Daniel Jurafsky, Andrew Y. Ng, Rion Snow, Sushant Prakash, Learning to Merge Word Senses empirical methods in natural language processing. pp. 1005- 1014 ,(2007)
Roberto Navigli, A Cucchiarelli, Paola Velardi, F Neri, Extending and Enriching WordNet with OntoLearn MASARYKOVA UNIV, ZENOTINOVO NAM 9, BRNO 601 77, CZECH REPUBLIC. ,(2004)
Noriko Tomuro, Semi-automatic Induction of Systematic Polysemy from WordNet. international conference on computational linguistics. ,(1998)
George A. Miller, Dan I. Moldovan, Sanda M. Harabagiu, WordNet 2 - A Morphologically and Semantically Enhanced Resource SIGLEX99: Standardizing Lexical Resources. ,(1999)
Laure Vieu, Nervo Verdezoto, Towards semi-automatic methods for improving WordNet IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics. pp. 275- 284 ,(2011)
Brian F. Bowdle, Dedre Gentner, Consuelo Boronat, Phillip Wolff, Metaphor is like analogy The MIT Press. pp. 199- 253 ,(2001)
Wim Peters, Ivonne Peters, Lexicalised Systematic Polysemy in WordNet. language resources and evaluation. ,(2000)
Sebastian Rudolph, Foundations of description logics RW'11 Proceedings of the 7th international conference on Reasoning web: semantic technologies for the web of data. pp. 76- 136 ,(2011) , 10.1007/978-3-642-23032-5_2