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Leveraging writing systems changes for deep learning based Chinese affective analysis (2019)
Journal Article
Xiang, R., Liu, Q., Jiao, Y., Zheng, Y., Ying, W., & Long, Y. (2019). Leveraging writing systems changes for deep learning based Chinese affective analysis. International Journal of Machine Learning and Cybernetics, 10(11), 3313-3325. https://doi.org/10.1007/s13042-019-01019-z

Affective analysis of social media text is in great demand. Online text written in Chinese communities often contains mixed scripts including major text written in Chinese, an ideograph-based writing system, and minor text using Latin letters, an alp... Read More about Leveraging writing systems changes for deep learning based Chinese affective analysis.

Dual memory network model for sentiment analysis of review text (2019)
Journal Article
Shen, J., Ma, M. D., Xiang, R., Lu, Q., Vallejos, E. P., Xu, G., …Huang, C. (2019). Dual memory network model for sentiment analysis of review text. Knowledge-Based Systems, https://doi.org/10.1016/j.knosys.2019.105004

In sentiment analysis of product reviews, both user and product information are proven to be useful. Current works handle user profile and product information in a unified model which may not be able to learn salient features of users and products ef... Read More about Dual memory network model for sentiment analysis of review text.