Interface for WordNet Enrichment with Classification Systems

This paper presents an interface that incorporate a method to enrich semantically WordNet 1.6. with categories or classes from other classification systems. In order to build the WordNet enriched it is necessary the creation of a interface to label WordNet with categories from different available classification systems. We describe features of the design and implementation of the interface to obtain extensions and enhancements on the WordNet lexical database, with the goal of providing the NLP community with additional knowledge. The experimental results, when the method is applied to IPTC Subject Reference System, show that this may be an accurate and effective method to enrich the WordNet taxonomy. The interface has been implemented using programming language C++ and providing a visual framework.

[1]  Andrés Montoyo,et al.  Specification Marks for Word Sense Disambiguation: New Development , 2001, CICLing.

[2]  Kevin Knight,et al.  Building a Large-Scale Knowledge Base for Machine Translation , 1994, AAAI.

[3]  George A. Miller,et al.  Introduction to WordNet: An On-line Lexical Database , 1990 .

[4]  Samuel Gili Gaya,et al.  Vox : diccionario general ilustrado de la lengua española , 1954 .

[5]  Lluís Padró,et al.  Mapping WordNets Using Structural Information , 2000, ACL.

[6]  Rafael Muñoz,et al.  PHORA: A NLP System for Spanish , 2001, CICLing.

[7]  German Rigau Claramunt An Experiment on automatic semantic tagging of dictionary senses , 1995 .

[8]  Alicia Ageno,et al.  TGE: Tlinks Generation Environment , 1994, COLING.

[9]  Nancy Ide,et al.  Introduction to the Special Issue on Word Sense Disambiguation: The State of the Art , 1998, Comput. Linguistics.

[10]  Kevin Knight,et al.  Building a Large Ontology for Machine Translation , 1993, HLT.

[11]  Eduard H. Hovy,et al.  Building Japanese-English Dictionary based on Ontology for Machine Translation , 1994, HLT.

[12]  George A. Miller,et al.  A Semantic Concordance , 1993, HLT.

[13]  Eneko Agirre,et al.  Disambiguating bilingual nominal entries against WordNet , 1995, ArXiv.

[14]  Jason S. Chang,et al.  Topical Clustering of MRD Senses Based on Information Retrieval Techniques , 1998, CL.

[15]  Andrés Montoyo,et al.  Word sense disambiguation with specification marks in unrestricted texts , 2000, Proceedings 11th International Workshop on Database and Expert Systems Applications.