A Taxonomic Classification of WordNet Polysemy Types

WordNet represents polysemous terms by capturing the different meanings of these terms at the lexical level, but without giving emphasis on the polysemy types such terms belong to. The state of the art polysemy approaches identify several polysemy types in WordNet but they do not explain how to classify and organize them. In this paper, we present a novel approach for classifying the polysemy types which exploits taxonomic principles which in turn, allow us to discover a set of polysemy structural patterns.

[1]  Rada Mihalcea,et al.  EZ.WordNet: Principles for Automatic Generation of a Coarse Grained WordNet , 2001, FLAIRS Conference.

[2]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[3]  Rada Mihalcea,et al.  Word Sense Disambiguation , 2015, Encyclopedia of Machine Learning.

[4]  Lucie Barque,et al.  Regular Polysemy in WordNet , 2009, J. Lang. Technol. Comput. Linguistics.

[5]  Axel Polleres Reasoning Web. Semantic Technologies for the Web of Data - 7th International Summer School 2011, Galway, Ireland, August 23-27, 2011, Tutorial Lectures , 2011, Reasoning Web.

[6]  Fausto Giunchiglia,et al.  Compound Noun Polysemy and Sense Enumeration in WordNet , 2015 .

[7]  Jon Doyle,et al.  Semantic parameterization: A process for modeling domain descriptions , 2008, TSEM.

[8]  Sebastian Rudolph,et al.  Foundations of Description Logics , 2011, Reasoning Web.

[9]  Ingrid Lossius Falkum,et al.  The Semantics and Pragmatics of Polysemy: A Relevance-­‐Theoretic Account , 2011 .

[10]  Alberto Marradi,et al.  Classification, typology, taxonomy , 1990 .

[11]  Tony Veale,et al.  Pathways to Creativity in Lexical Ontologies , 2004 .

[12]  Jurij D. Apresjan REGULAR POLYSEMY , 1974 .

[13]  Fausto Giunchiglia,et al.  Regular Polysemy in WordNet and Pattern based Approach , 2013 .

[14]  Jordi Alvarez Canal Integrating the WordNet ontology into a description logic system , 2000 .

[15]  William B. Dolan,et al.  Word Sense Ambiguation: Clustering Related Senses , 1994, COLING.

[16]  Vyvyan Evans,et al.  Figurative Language in a Modern Theory of Meaning Construction : A Lexical Concepts and Cognitive Models Approach , 2007 .

[17]  Julio Gonzalo,et al.  Sense clusters for Information Retrieval: Evidence from Semcor and the EuroWordNet InterLingual Index , 2000, ACL 2000.

[18]  Ahti Lohk,et al.  Dense Components in the Structure of Wordnet , 2014, LREC.

[19]  Takenobu Tokunaga,et al.  Complementing WordNet with Roget’s and Corpus-based Thesauri for Information Retrieval , 1999, EACL.

[20]  James Pustejovsky,et al.  Corelex: systematic polysemy and underspecification , 1998 .

[21]  Rebecca Green,et al.  Typologies and taxonomies: An introduction to classification techniques , 1996 .