@inproceedings{costello-etal-2020-dragonfly,
title = "{D}ragonfly: Advances in Non-Speaker Annotation for Low Resource Languages",
author = "Costello, Cash and
Anderson, Shelby and
Bishop, Caitlyn and
Mayfield, James and
McNamee, Paul",
booktitle = "Proceedings of the 12th Language Resources and Evaluation Conference",
month = may,
year = "2020",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2020.lrec-1.862",
pages = "6983--6987",
abstract = "Dragonfly is an open source software tool that supports annotation of text in a low resource language by non-speakers of the language. Using semantic and contextual information, non-speakers of a language familiar with the Latin script can produce high quality named entity annotations to support construction of a name tagger. We describe a procedure for annotating low resource languages using Dragonfly that others can use, which we developed based on our experience annotating data in more than ten languages. We also present performance comparisons between models trained on native speaker and non-speaker annotations.",
language = "English",
ISBN = "979-10-95546-34-4",
}
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<abstract>Dragonfly is an open source software tool that supports annotation of text in a low resource language by non-speakers of the language. Using semantic and contextual information, non-speakers of a language familiar with the Latin script can produce high quality named entity annotations to support construction of a name tagger. We describe a procedure for annotating low resource languages using Dragonfly that others can use, which we developed based on our experience annotating data in more than ten languages. We also present performance comparisons between models trained on native speaker and non-speaker annotations.</abstract>
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%0 Conference Proceedings
%T Dragonfly: Advances in Non-Speaker Annotation for Low Resource Languages
%A Costello, Cash
%A Anderson, Shelby
%A Bishop, Caitlyn
%A Mayfield, James
%A McNamee, Paul
%S Proceedings of the 12th 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 costello-etal-2020-dragonfly
%X Dragonfly is an open source software tool that supports annotation of text in a low resource language by non-speakers of the language. Using semantic and contextual information, non-speakers of a language familiar with the Latin script can produce high quality named entity annotations to support construction of a name tagger. We describe a procedure for annotating low resource languages using Dragonfly that others can use, which we developed based on our experience annotating data in more than ten languages. We also present performance comparisons between models trained on native speaker and non-speaker annotations.
%U https://aclanthology.org/2020.lrec-1.862
%P 6983-6987
Markdown (Informal)
[Dragonfly: Advances in Non-Speaker Annotation for Low Resource Languages](https://aclanthology.org/2020.lrec-1.862) (Costello et al., LREC 2020)
ACL