Adapting and evaluating a generic term extraction tool

Anita Gojun; Ulrich Heid; Bernd Weißbach; Carola Loth; Insa Mingers

Adapting and evaluating a generic term extraction tool

Anita Gojun, Ulrich Heid, Bernd Weißbach, Carola Loth, Insa Mingers

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Abstract

We present techniques for monolingual term candidate extraction which are being developed in the EU project TTC. We designed an application for German and English data that serves as a first evaluation of the methods for terminology extraction used in the project. The application situation highlighted the need for tools to handle lemmatization errors and to remove incomplete word sequences from multi-word term candidate lists, as well as the fact that the provision of German citation forms requires more morphological knowledge than TTC's slim approach can provide. We show a detailed evaluation of our extraction results and discuss the method for the evaluation of terminology extraction systems.

Anthology ID:: L12-1436
Volume:: Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
Month:: May
Year:: 2012
Address:: Istanbul, Turkey
Editors:: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Mehmet Uğur Doğan, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:: LREC
SIG:
Publisher:: European Language Resources Association (ELRA)
Note:
Pages:: 651–656
Language:
URL:: http://www.lrec-conf.org/proceedings/lrec2012/pdf/746_Paper.pdf
DOI:
Bibkey:
Cite (ACL):: Anita Gojun, Ulrich Heid, Bernd Weißbach, Carola Loth, and Insa Mingers. 2012. Adapting and evaluating a generic term extraction tool. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12), pages 651–656, Istanbul, Turkey. European Language Resources Association (ELRA).
Cite (Informal):: Adapting and evaluating a generic term extraction tool (Gojun et al., LREC 2012)
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PDF:: http://www.lrec-conf.org/proceedings/lrec2012/pdf/746_Paper.pdf

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@inproceedings{gojun-etal-2012-adapting,
    title = "Adapting and evaluating a generic term extraction tool",
    author = "Gojun, Anita  and
      Heid, Ulrich  and
      Wei{\ss}bach, Bernd  and
      Loth, Carola  and
      Mingers, Insa",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Declerck, Thierry  and
      Do{\u{g}}an, Mehmet U{\u{g}}ur  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation ({LREC}'12)",
    month = may,
    year = "2012",
    address = "Istanbul, Turkey",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://aclanthology.org/L12-1436/",
    pages = "651--656",
    abstract = "We present techniques for monolingual term candidate extraction which are being developed in the EU project TTC. We designed an application for German and English data that serves as a first evaluation of the methods for terminology extraction used in the project. The application situation highlighted the need for tools to handle lemmatization errors and to remove incomplete word sequences from multi-word term candidate lists, as well as the fact that the provision of German citation forms requires more morphological knowledge than TTC's slim approach can provide. We show a detailed evaluation of our extraction results and discuss the method for the evaluation of terminology extraction systems."
}

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%0 Conference Proceedings
%T Adapting and evaluating a generic term extraction tool
%A Gojun, Anita
%A Heid, Ulrich
%A Weißbach, Bernd
%A Loth, Carola
%A Mingers, Insa
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Doğan, Mehmet Uğur
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC’12)
%D 2012
%8 May
%I European Language Resources Association (ELRA)
%C Istanbul, Turkey
%F gojun-etal-2012-adapting
%X We present techniques for monolingual term candidate extraction which are being developed in the EU project TTC. We designed an application for German and English data that serves as a first evaluation of the methods for terminology extraction used in the project. The application situation highlighted the need for tools to handle lemmatization errors and to remove incomplete word sequences from multi-word term candidate lists, as well as the fact that the provision of German citation forms requires more morphological knowledge than TTC’s slim approach can provide. We show a detailed evaluation of our extraction results and discuss the method for the evaluation of terminology extraction systems.
%U https://aclanthology.org/L12-1436/
%P 651-656

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Markdown (Informal)

[Adapting and evaluating a generic term extraction tool](https://aclanthology.org/L12-1436/) (Gojun et al., LREC 2012)

Adapting and evaluating a generic term extraction tool (Gojun et al., LREC 2012)

ACL

Anita Gojun, Ulrich Heid, Bernd Weißbach, Carola Loth, and Insa Mingers. 2012. Adapting and evaluating a generic term extraction tool. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12), pages 651–656, Istanbul, Turkey. European Language Resources Association (ELRA).