Evaluating a semantic network automatically constructed from lexical co-occurrence on a word sense disambiguation task

From WikiPapers
Jump to: navigation, search

Evaluating a semantic network automatically constructed from lexical co-occurrence on a word sense disambiguation task is a 2011 conference paper written in English by Szumlanski S., Gomez F. and published in CoNLL 2011 - Fifteenth Conference on Computational Natural Language Learning, Proceedings of the Conference.

[edit] Abstract

We describe the extension and objective evaluation of a network1 of semantically related noun senses (or concepts) that has been automatically acquired by analyzing lexical co occurrence in Wikipedia. The acquisition process makes no use of the metadata or links that have been manually built into the encyclopedia, and nouns in the network are automatically disambiguated to their corresponding noun senses without supervision. For this task, we use the noun sense inventory of Word Net 3.0. Thus, this work can be conceived of as augmenting the Word Net noun ontology with un weighted, undirected related to edges between synsets. Our network contains 208,832 such edges.

[edit] References

This section requires expansion. Please, help!

Cited by

Probably, this publication is cited by others, but there are no articles available for them in WikiPapers. Cited 1 time(s)