ParsCit: an Open-source CRF Reference String Parsing Package

Isaac Councill; C. Lee Giles; Min-Yen Kan

ParsCit: an Open-source CRF Reference String Parsing Package

Isaac Councill, C. Lee Giles, Min-Yen Kan

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Abstract

We describe ParsCit, a freely available, open-source implementation of a reference string parsing package. At the core of ParsCit is a trained conditional random field (CRF) model used to label the token sequences in the reference string. A heuristic model wraps this core with added functionality to identify reference strings from a plain text file, and to retrieve the citation contexts. The package comes with utilities to run it as a web service or as a standalone utility. We compare ParsCit on three distinct reference string datasets and show that it compares well with other previously published work.

Anthology ID:: L08-1291
Volume:: Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08)
Month:: May
Year:: 2008
Address:: Marrakech, Morocco
Editors:: Nicoletta Calzolari, Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Daniel Tapias
Venue:: LREC
SIG:
Publisher:: European Language Resources Association (ELRA)
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URL:: http://www.lrec-conf.org/proceedings/lrec2008/pdf/166_paper.pdf
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Cite (ACL):: Isaac Councill, C. Lee Giles, and Min-Yen Kan. 2008. ParsCit: an Open-source CRF Reference String Parsing Package. In Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco. European Language Resources Association (ELRA).
Cite (Informal):: ParsCit: an Open-source CRF Reference String Parsing Package (Councill et al., LREC 2008)
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PDF:: http://www.lrec-conf.org/proceedings/lrec2008/pdf/166_paper.pdf

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@inproceedings{councill-etal-2008-parscit,
    title = "{P}ars{C}it: an Open-source {CRF} Reference String Parsing Package",
    author = "Councill, Isaac  and
      Giles, C. Lee  and
      Kan, Min-Yen",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Odijk, Jan  and
      Piperidis, Stelios  and
      Tapias, Daniel",
    booktitle = "Proceedings of the Sixth International Conference on Language Resources and Evaluation ({LREC}'08)",
    month = may,
    year = "2008",
    address = "Marrakech, Morocco",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://aclanthology.org/L08-1291/",
    abstract = "We describe ParsCit, a freely available, open-source implementation of a reference string parsing package. At the core of ParsCit is a trained conditional random field (CRF) model used to label the token sequences in the reference string. A heuristic model wraps this core with added functionality to identify reference strings from a plain text file, and to retrieve the citation contexts. The package comes with utilities to run it as a web service or as a standalone utility. We compare ParsCit on three distinct reference string datasets and show that it compares well with other previously published work."
}

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%0 Conference Proceedings
%T ParsCit: an Open-source CRF Reference String Parsing Package
%A Councill, Isaac
%A Giles, C. Lee
%A Kan, Min-Yen
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Odijk, Jan
%Y Piperidis, Stelios
%Y Tapias, Daniel
%S Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC’08)
%D 2008
%8 May
%I European Language Resources Association (ELRA)
%C Marrakech, Morocco
%F councill-etal-2008-parscit
%X We describe ParsCit, a freely available, open-source implementation of a reference string parsing package. At the core of ParsCit is a trained conditional random field (CRF) model used to label the token sequences in the reference string. A heuristic model wraps this core with added functionality to identify reference strings from a plain text file, and to retrieve the citation contexts. The package comes with utilities to run it as a web service or as a standalone utility. We compare ParsCit on three distinct reference string datasets and show that it compares well with other previously published work.
%U https://aclanthology.org/L08-1291/

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Markdown (Informal)

[ParsCit: an Open-source CRF Reference String Parsing Package](https://aclanthology.org/L08-1291/) (Councill et al., LREC 2008)

ParsCit: an Open-source CRF Reference String Parsing Package (Councill et al., LREC 2008)

ACL

Isaac Councill, C. Lee Giles, and Min-Yen Kan. 2008. ParsCit: an Open-source CRF Reference String Parsing Package. In Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco. European Language Resources Association (ELRA).