Disentangling Codemixing in Chats: The NUS ABC Codemixed Corpus

Svetlana Churina, Akshat Gupta, Nur Insyirah Binte Imam Mujtahid, Kokil Jaidka


Abstract
Code-mixing involves the seamless integration of linguistic elements from multiple languages within a single discourse, reflecting natural multilingual communication patterns. Despite its prominence in informal interactions such as social media, chat messages and instant-messaging exchanges, there has been a lack of publicly available corpora that are author-labeled and suitable for modeling human conversations and relationships. This study introduces the first labeled and general-purpose corpus for understanding code-mixing in context while maintaining rigorous privacy and ethical standards. It includes over 355,641 messages spanning various code-mixing patterns, with a primary focus on English, Mandarin, and other languages. We expect the Codemix Corpus to serve as a foundational dataset for research in computational linguistics, sociolinguistics, and NLP applications.
Anthology ID:
2026.findings-acl.80
Volume:
Findings of the Association for Computational Linguistics: ACL 2026
Month:
July
Year:
2026
Address:
San Diego, California, United States
Editors:
Maria Liakata, Viviane P. Moreira, Jiajun Zhang, David Jurgens
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
1602–1624
Language:
URL:
https://preview.aclanthology.org/ingest-acl/2026.findings-acl.80/
DOI:
Bibkey:
Cite (ACL):
Svetlana Churina, Akshat Gupta, Nur Insyirah Binte Imam Mujtahid, and Kokil Jaidka. 2026. Disentangling Codemixing in Chats: The NUS ABC Codemixed Corpus. In Findings of the Association for Computational Linguistics: ACL 2026, pages 1602–1624, San Diego, California, United States. Association for Computational Linguistics.
Cite (Informal):
Disentangling Codemixing in Chats: The NUS ABC Codemixed Corpus (Churina et al., Findings 2026)
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https://preview.aclanthology.org/ingest-acl/2026.findings-acl.80.pdf
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