Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length (bibtex)
by Brixey, Jacqueline, Sides, David, Vizthum, Timothy, Traum, David and Iskarous, Khalil
Abstract:
This work introduces additions to the corpus ChoCo (Choctaw language Corpus), 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 results indicate these tools need expert input to reliably interpret the results.
Reference:
Exploring a Choctaw Language Corpus with Word Vectors and Minimum Distance Length (Brixey, Jacqueline, Sides, David, Vizthum, Timothy, Traum, David and Iskarous, Khalil), In Proceedings of the 12th Language Resources and Evaluation Conference, European Language Resources Association, 2020.
Bibtex Entry:
@inproceedings{brixey_exploring_2020,
	address = {Marseille, France},
	title = {Exploring a {Choctaw} {Language} {Corpus} with {Word} {Vectors} and {Minimum} {Distance} {Length}},
	url = {https://www.aclweb.org/anthology/2020.lrec-1.334/},
	abstract = {This work introduces additions to the corpus ChoCo (Choctaw language Corpus), 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 results indicate these tools need expert input to reliably interpret the results.},
	booktitle = {Proceedings of the 12th {Language} {Resources} and {Evaluation} {Conference}},
	publisher = {European Language Resources Association},
	author = {Brixey, Jacqueline and Sides, David and Vizthum, Timothy and Traum, David and Iskarous, Khalil},
	month = may,
	year = {2020},
	keywords = {Virtual Humans, ARO-Coop},
	pages = {2746--2753}
}
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