DeepMaxSAT : encode logical representation into deep learning models for information extraction

• Main Author: Wu, Meixi
• Other Authors: Sinno Jialin Pan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Science::Mathematics
• Online Access: https://hdl.handle.net/10356/139058
• Institution: Nanyang Technological University

Information extraction (IE) is a task that generates structured information from given texts. Although deep learning has achieved significant success in information extraction, most deep learning models are black boxes, thus lack the capability of encoding domain knowledge and modeling complex relat...