Attention-based LSTM-CNNs for uncertainty identification on Chinese social media texts

• Main Authors: LI, Binyang, ZHOU, Kaiming, GAO, Wei, HAN, Xu Han, ZHOU, Linna
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4566; https://ink.library.smu.edu.sg/context/sis_research/article/5569/viewcontent/109_ICSPAC_2017_paper_130.pdf
• Institution: Singapore Management University

Uncertainty identification is an important semantic processing task, which is crucial to the quality of information in terms of factuality in many techniques, e.g. topic detection, question answering. Especially in social media, the texts are written informally which are widely used in many applicat...