The Gavagai Living Lexicon

Magnus Sahlgren; Amaru Cuba Gyllensten; Fredrik Espinoza; Ola Hamfors; Jussi Karlgren; Fredrik Olsson; Per Persson; Akshay Viswanathan; Anders Holst

The Gavagai Living Lexicon

Magnus Sahlgren, Amaru Cuba Gyllensten, Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Akshay Viswanathan, Anders Holst

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Abstract

This paper presents the Gavagai Living Lexicon, which is an online distributional semantic model currently available in 20 different languages. We describe the underlying distributional semantic model, and how we have solved some of the challenges in applying such a model to large amounts of streaming data. We also describe the architecture of our implementation, and discuss how we deal with continuous quality assurance of the lexicon.

Anthology ID:: L16-1053
Volume:: Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)
Month:: May
Year:: 2016
Address:: Portorož, Slovenia
Editors:: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Sara Goggi, Marko Grobelnik, Bente Maegaard, Joseph Mariani, Helene Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:: LREC
SIG:
Publisher:: European Language Resources Association (ELRA)
Note:
Pages:: 344–350
Language:
URL:: https://aclanthology.org/L16-1053/
DOI:
Bibkey:
Cite (ACL):: Magnus Sahlgren, Amaru Cuba Gyllensten, Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Akshay Viswanathan, and Anders Holst. 2016. The Gavagai Living Lexicon. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), pages 344–350, Portorož, Slovenia. European Language Resources Association (ELRA).
Cite (Informal):: The Gavagai Living Lexicon (Sahlgren et al., LREC 2016)
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PDF:: https://aclanthology.org/L16-1053.pdf

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@inproceedings{sahlgren-etal-2016-gavagai,
    title = "The Gavagai Living Lexicon",
    author = "Sahlgren, Magnus  and
      Gyllensten, Amaru Cuba  and
      Espinoza, Fredrik  and
      Hamfors, Ola  and
      Karlgren, Jussi  and
      Olsson, Fredrik  and
      Persson, Per  and
      Viswanathan, Akshay  and
      Holst, Anders",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Declerck, Thierry  and
      Goggi, Sara  and
      Grobelnik, Marko  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Mazo, Helene  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Tenth International Conference on Language Resources and Evaluation ({LREC}'16)",
    month = may,
    year = "2016",
    address = "Portoro{\v{z}}, Slovenia",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://aclanthology.org/L16-1053/",
    pages = "344--350",
    abstract = "This paper presents the Gavagai Living Lexicon, which is an online distributional semantic model currently available in 20 different languages. We describe the underlying distributional semantic model, and how we have solved some of the challenges in applying such a model to large amounts of streaming data. We also describe the architecture of our implementation, and discuss how we deal with continuous quality assurance of the lexicon."
}

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%0 Conference Proceedings
%T The Gavagai Living Lexicon
%A Sahlgren, Magnus
%A Gyllensten, Amaru Cuba
%A Espinoza, Fredrik
%A Hamfors, Ola
%A Karlgren, Jussi
%A Olsson, Fredrik
%A Persson, Per
%A Viswanathan, Akshay
%A Holst, Anders
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Goggi, Sara
%Y Grobelnik, Marko
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Mazo, Helene
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16)
%D 2016
%8 May
%I European Language Resources Association (ELRA)
%C Portorož, Slovenia
%F sahlgren-etal-2016-gavagai
%X This paper presents the Gavagai Living Lexicon, which is an online distributional semantic model currently available in 20 different languages. We describe the underlying distributional semantic model, and how we have solved some of the challenges in applying such a model to large amounts of streaming data. We also describe the architecture of our implementation, and discuss how we deal with continuous quality assurance of the lexicon.
%U https://aclanthology.org/L16-1053/
%P 344-350

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Markdown (Informal)

[The Gavagai Living Lexicon](https://aclanthology.org/L16-1053/) (Sahlgren et al., LREC 2016)

The Gavagai Living Lexicon (Sahlgren et al., LREC 2016)

ACL

Magnus Sahlgren, Amaru Cuba Gyllensten, Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Akshay Viswanathan, and Anders Holst. 2016. The Gavagai Living Lexicon. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), pages 344–350, Portorož, Slovenia. European Language Resources Association (ELRA).