@inproceedings{kyle-etal-2022-dependency,
title = "A Dependency Treebank of Spoken Second Language {E}nglish",
author = "Kyle, Kristopher and
Eguchi, Masaki and
Miller, Aaron and
Sither, Theodore",
editor = {Kochmar, Ekaterina and
Burstein, Jill and
Horbach, Andrea and
Laarmann-Quante, Ronja and
Madnani, Nitin and
Tack, Ana{\"\i}s and
Yaneva, Victoria and
Yuan, Zheng and
Zesch, Torsten},
booktitle = "Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022)",
month = jul,
year = "2022",
address = "Seattle, Washington",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.bea-1.7",
doi = "10.18653/v1/2022.bea-1.7",
pages = "39--45",
abstract = "In this paper, we introduce a dependency treebank of spoken second language (L2) English that is annotated with part of speech (Penn POS) tags and syntactic dependencies (Universal Dependencies). We then evaluate the degree to which the use of this treebank as training data affects POS and UD annotation accuracy for L1 web texts, L2 written texts, and L2 spoken texts as compared to models trained on L1 texts only.",
}
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%0 Conference Proceedings
%T A Dependency Treebank of Spoken Second Language English
%A Kyle, Kristopher
%A Eguchi, Masaki
%A Miller, Aaron
%A Sither, Theodore
%Y Kochmar, Ekaterina
%Y Burstein, Jill
%Y Horbach, Andrea
%Y Laarmann-Quante, Ronja
%Y Madnani, Nitin
%Y Tack, Anaïs
%Y Yaneva, Victoria
%Y Yuan, Zheng
%Y Zesch, Torsten
%S Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022)
%D 2022
%8 July
%I Association for Computational Linguistics
%C Seattle, Washington
%F kyle-etal-2022-dependency
%X In this paper, we introduce a dependency treebank of spoken second language (L2) English that is annotated with part of speech (Penn POS) tags and syntactic dependencies (Universal Dependencies). We then evaluate the degree to which the use of this treebank as training data affects POS and UD annotation accuracy for L1 web texts, L2 written texts, and L2 spoken texts as compared to models trained on L1 texts only.
%R 10.18653/v1/2022.bea-1.7
%U https://aclanthology.org/2022.bea-1.7
%U https://doi.org/10.18653/v1/2022.bea-1.7
%P 39-45
Markdown (Informal)
[A Dependency Treebank of Spoken Second Language English](https://aclanthology.org/2022.bea-1.7) (Kyle et al., BEA 2022)
ACL
- Kristopher Kyle, Masaki Eguchi, Aaron Miller, and Theodore Sither. 2022. A Dependency Treebank of Spoken Second Language English. In Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022), pages 39–45, Seattle, Washington. Association for Computational Linguistics.