@inproceedings{42c7b64748e6490d9ab28e6522a678ac,
title = "Emotion in code-switching texts: Corpus construction and analysis",
abstract = "Previous researches have focused on analyzing emotion through monolingual text, when in fact bilingual or code-switching posts are also common in social media. Despite the important implications of code-switching for emotion analysis, existing automatic emotion extraction methods fail to accommodate for the code-switching content. In this paper, we propose a general framework to construct and analyze the code-switching emotional posts in social media. We first propose an annotation scheme to identify the emotions associated with the languages expressing them in a Chinese-English code-switching corpus. We then make some observations and generate statistics from the corpus to analyze the linguistic phenomena of code-switching texts in social media. Finally, we propose a multiple-classifier-based automatic detection approach to detect emotion in the codeswitching corpus for evaluating the effectiveness of both Chinese and English texts.",
author = "Lee, {Sophia Yat Mei} and Zhongqing Wang",
note = "Publisher Copyright: {\textcopyright} 2015 Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015. All rights reserved.; 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 ; Conference date: 30-07-2015 Through 31-07-2015",
year = "2015",
month = jul,
doi = "10.18653/v1/W15-3116",
language = "English",
series = "Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015",
publisher = "Association for Computational Linguistics (ACL)",
pages = "91--99",
editor = "Liang-Chih Yu and Zhifang Sui and Yue Zhang and Vincent Ng",
booktitle = "Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015",
address = "United States",
}