Cold-start aware deep memory networks for multi-entity aspect-based sentiment analysis

• Main Authors: SONG, Kaisong, GAO, Wei, ZHAO, Lujun, SUN, Changlong, LIU, Xiaozhong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Natural Language Processing; Sentiment Analysis and Text Mining; Text Classification; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4558; https://ink.library.smu.edu.sg/context/sis_research/article/5561/viewcontent/0722.pdf
• Institution: Singapore Management University

Various types of target information have been considered in aspect-based sentiment analysis, such as entities and aspects. Existing research has realized the importance of targets and developed methods with the goal of precisely modeling their contexts via generating target-specific representations....