Using Wikipedia and supersense tagging for semi-automatic complex
taxonomy construction
D. Picca, and A. Popescu. RANLP 2007, CALP workshop, Borovets, Bulgaria, (2007)
Abstract
In this paper we propose an unsupervised approach for acquiring domain related conceptual hierarchies from open-domain text. Super Sense Tagging (SST) is used to extract up-level terms and Wikipedia categories and WordNet are employed to construct the rest of taxonomic hierarchy. The result is a complete top-bottom taxonomy for every formal context. We describe both the method we implemented and some encoruaging initial experimental results.
%0 Conference Paper
%1 Picca2007
%A Picca, Davide
%A Popescu, Adrian
%B RANLP 2007, CALP workshop
%C Borovets, Bulgaria
%D 2007
%K test
%T Using Wikipedia and supersense tagging for semi-automatic complex
taxonomy construction
%U http://moromete.net/articles/picca_et_al_calp07_cr.pdf
%X In this paper we propose an unsupervised approach for acquiring domain related conceptual hierarchies from open-domain text. Super Sense Tagging (SST) is used to extract up-level terms and Wikipedia categories and WordNet are employed to construct the rest of taxonomic hierarchy. The result is a complete top-bottom taxonomy for every formal context. We describe both the method we implemented and some encoruaging initial experimental results.
@inproceedings{Picca2007,
abstract = {In this paper we propose an unsupervised approach for acquiring domain related conceptual hierarchies from open-domain text. Super Sense Tagging (SST) is used to extract up-level terms and Wikipedia categories and WordNet are employed to construct the rest of taxonomic hierarchy. The result is a complete top-bottom taxonomy for every formal context. We describe both the method we implemented and some encoruaging initial experimental results.},
added-at = {2009-01-27T15:48:52.000+0100},
address = {Borovets, Bulgaria},
author = {Picca, Davide and Popescu, Adrian},
biburl = {https://www.bibsonomy.org/bibtex/23f9d976f3ae6ded8dc32205e1aa7b87c/leiwei},
booktitle = {RANLP 2007, CALP workshop},
description = {suggested by Joel Nothman},
interhash = {a1925ff0affb50314e47d6ba57c8f0c8},
intrahash = {3f9d976f3ae6ded8dc32205e1aa7b87c},
keywords = {test},
timestamp = {2009-01-27T15:48:52.000+0100},
title = {Using Wikipedia and supersense tagging for semi-automatic complex
taxonomy construction},
url = {http://moromete.net/articles/picca_et_al_calp07_cr.pdf},
year = 2007
}