Variational deep logic network for joint inference of entities and relations

• Main Authors: Wang, Wenya, Pan, Sinno Jialin
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Applications Domains; Black Boxes
• Online Access: https://hdl.handle.net/10356/161275
• Institution: Nanyang Technological University

Currently, deep learning models have been widely adopted and achieved promising results on various application domains. Despite their intriguing performance, most deep learning models function as black boxes, lacking explicit reasoning capabilities and explanations, which are usually essential for c...