CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums

Ella Rabinovich, Masih Sultani, Suzanne Stevenson


Abstract
In contrast to many decades of research on oral code-switching, the study of written multilingual productions has only recently enjoyed a surge of interest. Many open questions remain regarding the sociolinguistic underpinnings of written code-switching, and progress has been limited by a lack of suitable resources. We introduce a novel, large, and diverse dataset of written code-switched productions, curated from topical threads of multiple bilingual communities on the Reddit discussion platform, and explore questions that were mainly addressed in the context of spoken language thus far. We investigate whether findings in oral code-switching concerning content and style, as well as speaker proficiency, are carried over into written code-switching in discussion forums. The released dataset can further facilitate a range of research and practical activities.
Anthology ID:
D19-1484
Volume:
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
Month:
November
Year:
2019
Address:
Hong Kong, China
Editors:
Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan
Venues:
EMNLP | IJCNLP
SIG:
SIGDAT
Publisher:
Association for Computational Linguistics
Note:
Pages:
4776–4786
Language:
URL:
https://aclanthology.org/D19-1484/
DOI:
10.18653/v1/D19-1484
Bibkey:
Cite (ACL):
Ella Rabinovich, Masih Sultani, and Suzanne Stevenson. 2019. CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 4776–4786, Hong Kong, China. Association for Computational Linguistics.
Cite (Informal):
CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums (Rabinovich et al., EMNLP-IJCNLP 2019)
Copy Citation:
PDF:
https://aclanthology.org/D19-1484.pdf
Attachment:
 D19-1484.Attachment.zip
Code
 ellarabi/CodeSwitch-Reddit
Data
CodeSwitch-RedditGYAFC