VistaNet: Visual Aspect Attention Network for multimodal sentiment analysis

• Main Authors: TRUONG, Quoc Tuan, LAUW, Hady Wirawan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: sentiment analysis; multimodal; attention network; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/4700; https://ink.library.smu.edu.sg/context/sis_research/article/5703/viewcontent/aaai19a.pdf
• Institution: Singapore Management University

Detecting the sentiment expressed by a document is a key task for many applications, e.g., modeling user preferences, monitoring consumer behaviors, assessing product quality. Traditionally, the sentiment analysis task primarily relies on textual content. Fueled by the rise of mobile phones that are...