CrowdTC: Crowd-powered learning for text classification

• Main Authors: YANG, Keyu, Gao, Yunjun, LIANG, Lei, BIAN, Song, CHEN, Lu, ZHENG, Baihua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Text classification; crowdsourcing; keyword extraction; neural networks; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7149; https://ink.library.smu.edu.sg/context/sis_research/article/8152/viewcontent/CrowdTC_pv.pdf
• Institution: Singapore Management University

Text classification is a fundamental task in content analysis. Nowadays, deep learning has demonstrated promising performance in text classification compared with shallow models. However, almost all the existing models do not take advantage of the wisdom of human beings to help text classification....