Publication Details

Towards a Framework for Comparing Automatic Term Recognition Methods

KNOTH Petr, SCHMIDT Marek, SMRŽ Pavel and ZDRÁHAL Zdeněk. Towards a Framework for Comparing Automatic Term Recognition Methods. In: Znalosti 2009. 8th Annual Conference, Brno. Bratislava: Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava, 2009, pp. 83-94. ISBN 978-80-227-3015-0.
Czech title
Směrem k rámci pro srovnání automatických metod rozpoznávání termínů
Type
conference paper
Language
english
Authors
Knoth Petr, Ing. (DCGM FIT BUT)
Schmidt Marek, Ing. (DCGM FIT BUT)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
Zdráhal Zdeněk (OPEN)
Keywords

automatic term recognition, keyword extraction, evaluation

Abstract

Automatic Term Recognition focuses on the extraction of words and multi-word expressions that are significant for a given domain. There is a considerable interest in using ATR for automatic metadata generation, creation of thesauri and terminological glossaries, keyword extraction, ontology building, etc. This paper introduces a new ATR evaluation framework that consists of the open-source referential implementation of advanced ATR algorithms, annotated datasets and tools for the task-specific evaluation. We demonstrate the advantages of the framework on an experimental study comparing the base ATR methods as well as their combinations under various conditions. The created platform is freely available and prepared for extensions by other researchers.

Published
2009
Pages
83-94
Proceedings
Znalosti 2009
Series
8th Annual Conference, Brno
Conference
Znalosti 2009, Brno, CZ
ISBN
978-80-227-3015-0
Publisher
Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava
Place
Bratislava, SK
BibTeX 
@INPROCEEDINGS{FITPUB9065,
   author = "Petr Knoth and Marek Schmidt and Pavel Smr\v{z} and Zden\v{e}k Zdr\'{a}hal",
   title = "Towards a Framework for Comparing Automatic Term Recognition Methods",
   pages = "83--94",
   booktitle = "Znalosti 2009",
   series = "8th Annual Conference, Brno",
   year = 2009,
   location = "Bratislava, SK",
   publisher = "Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava",
   ISBN = "978-80-227-3015-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9065"
}
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