When deep learning meets inductive logic programming

• Main Author: Cao, Yushi
• Other Authors: Lin Shang-Wei
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Deep learning; Inductive logic programming; Neural-symbolic AI
• Online Access: https://hdl.handle.net/10356/182530
• Institution: Nanyang Technological University

The integration of inductive logic programming (symbolism) and deep learning (connectionism) has drawn researchers' attention and become a novel research direction toward better reasoning ability. However, the current integration is still far from perfect, especially the poor generalization and...