A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web

Maria Nefeli Nikiforos; Katia Lida Kermanidis

A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web

Maria Nefeli Nikiforos, Katia Lida Kermanidis

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Abstract

The increasing volume of communication via microblogging messages on social networks has created the need for efficient Natural Language Processing (NLP) tools, especially for unstructured text processing. Extracting information from unstructured social text is one of the most demanding NLP tasks. This paper presents the first part-of-speech tagged data set of social text in Greek, as well as the first supervised part-of-speech tagger developed for such data sets.

Anthology ID:: 2020.lrec-1.476
Volume:: Proceedings of the Twelfth Language Resources and Evaluation Conference
Month:: May
Year:: 2020
Address:: Marseille, France
Editors:: Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:: LREC
SIG:
Publisher:: European Language Resources Association
Note:
Pages:: 3861–3867
Language:: English
URL:: https://aclanthology.org/2020.lrec-1.476/
DOI:
Bibkey:
Cite (ACL):: Maria Nefeli Nikiforos and Katia Lida Kermanidis. 2020. A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 3861–3867, Marseille, France. European Language Resources Association.
Cite (Informal):: A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web (Nikiforos & Kermanidis, LREC 2020)
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PDF:: https://aclanthology.org/2020.lrec-1.476.pdf

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@inproceedings{nikiforos-kermanidis-2020-supervised,
    title = "A Supervised Part-Of-Speech Tagger for the {G}reek Language of the Social Web",
    author = "Nikiforos, Maria Nefeli  and
      Kermanidis, Katia Lida",
    editor = "Calzolari, Nicoletta  and
      B{\'e}chet, Fr{\'e}d{\'e}ric  and
      Blache, Philippe  and
      Choukri, Khalid  and
      Cieri, Christopher  and
      Declerck, Thierry  and
      Goggi, Sara  and
      Isahara, Hitoshi  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Mazo, H{\'e}l{\`e}ne  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
    month = may,
    year = "2020",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://aclanthology.org/2020.lrec-1.476/",
    pages = "3861--3867",
    language = "eng",
    ISBN = "979-10-95546-34-4",
    abstract = "The increasing volume of communication via microblogging messages on social networks has created the need for efficient Natural Language Processing (NLP) tools, especially for unstructured text processing. Extracting information from unstructured social text is one of the most demanding NLP tasks. This paper presents the first part-of-speech tagged data set of social text in Greek, as well as the first supervised part-of-speech tagger developed for such data sets."
}

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%0 Conference Proceedings
%T A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web
%A Nikiforos, Maria Nefeli
%A Kermanidis, Katia Lida
%Y Calzolari, Nicoletta
%Y Béchet, Frédéric
%Y Blache, Philippe
%Y Choukri, Khalid
%Y Cieri, Christopher
%Y Declerck, Thierry
%Y Goggi, Sara
%Y Isahara, Hitoshi
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Mazo, Hélène
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Twelfth Language Resources and Evaluation Conference
%D 2020
%8 May
%I European Language Resources Association
%C Marseille, France
%@ 979-10-95546-34-4
%G eng
%F nikiforos-kermanidis-2020-supervised
%X The increasing volume of communication via microblogging messages on social networks has created the need for efficient Natural Language Processing (NLP) tools, especially for unstructured text processing. Extracting information from unstructured social text is one of the most demanding NLP tasks. This paper presents the first part-of-speech tagged data set of social text in Greek, as well as the first supervised part-of-speech tagger developed for such data sets.
%U https://aclanthology.org/2020.lrec-1.476/
%P 3861-3867

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Markdown (Informal)

[A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web](https://aclanthology.org/2020.lrec-1.476/) (Nikiforos & Kermanidis, LREC 2020)

A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web (Nikiforos & Kermanidis, LREC 2020)

ACL

Maria Nefeli Nikiforos and Katia Lida Kermanidis. 2020. A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 3861–3867, Marseille, France. European Language Resources Association.