Entity-sensitive attention and fusion network for entity-level multimodal sentiment classification

• Main Authors: YU, Jianfei, JIANG, Jing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: fine-grained sentiment analysis; multimodal sentiment analysis; Natural language processing; neural networks; social media analysis; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/5504; https://ink.library.smu.edu.sg/context/sis_research/article/6507/viewcontent/TASLP.2019.2957872.pdf
• Institution: Singapore Management University

Entity-level (aka target-dependent) sentiment analysis of social media posts has recently attracted increasing attention, and its goal is to predict the sentiment orientations over individual target entities mentioned in users' posts. Most existing approaches to this task primarily rely on the...