Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length

Jacqueline Brixey; David Sides; Timothy Vizthum; David Traum; Khalil Iskarous

Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length

Jacqueline Brixey, David Sides, Timothy Vizthum, David Traum, Khalil Iskarous

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Abstract

This work introduces additions to the corpus ChoCo, a multimodal corpus for the American indigenous language Choctaw. Using texts from the corpus, we develop new computational resources by using two off-the-shelf tools: word2vec and Linguistica. Our work illustrates how these tools can be successfully implemented with a small corpus.

Anthology ID:: 2020.lrec-1.334
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:: 2746–2753
Language:: English
URL:: https://aclanthology.org/2020.lrec-1.334/
DOI:
Bibkey:
Cite (ACL):: Jacqueline Brixey, David Sides, Timothy Vizthum, David Traum, and Khalil Iskarous. 2020. Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 2746–2753, Marseille, France. European Language Resources Association.
Cite (Informal):: Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length (Brixey et al., LREC 2020)
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PDF:: https://aclanthology.org/2020.lrec-1.334.pdf

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@inproceedings{brixey-etal-2020-exploring,
    title = "Exploring a {C}hoctaw Language Corpus with Word Vectors and Minimum Distance Length",
    author = "Brixey, Jacqueline  and
      Sides, David  and
      Vizthum, Timothy  and
      Traum, David  and
      Iskarous, Khalil",
    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-1.334/",
    pages = "2746--2753",
    language = "eng",
    ISBN = "979-10-95546-34-4",
    abstract = "This work introduces additions to the corpus ChoCo, a multimodal corpus for the American indigenous language Choctaw. Using texts from the corpus, we develop new computational resources by using two off-the-shelf tools: word2vec and Linguistica. Our work illustrates how these tools can be successfully implemented with a small corpus."
}

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%0 Conference Proceedings
%T Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length
%A Brixey, Jacqueline
%A Sides, David
%A Vizthum, Timothy
%A Traum, David
%A Iskarous, Khalil
%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 brixey-etal-2020-exploring
%X This work introduces additions to the corpus ChoCo, a multimodal corpus for the American indigenous language Choctaw. Using texts from the corpus, we develop new computational resources by using two off-the-shelf tools: word2vec and Linguistica. Our work illustrates how these tools can be successfully implemented with a small corpus.
%U https://aclanthology.org/2020.lrec-1.334/
%P 2746-2753

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Markdown (Informal)

[Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length](https://aclanthology.org/2020.lrec-1.334/) (Brixey et al., LREC 2020)

Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length (Brixey et al., LREC 2020)

ACL

Jacqueline Brixey, David Sides, Timothy Vizthum, David Traum, and Khalil Iskarous. 2020. Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 2746–2753, Marseille, France. European Language Resources Association.