Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length
Jacqueline Brixey, David Sides, Timothy Vizthum, David Traum, Khalil Iskarous
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)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.lrec-1.334.pdf
Export citation
@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",
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.",
language = "English",
ISBN = "979-10-95546-34-4",
}
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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 English %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
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.