Towards generalizable neural program understanding and synthesis

• Main Author: Li, Zhiming
• Other Authors: Liu Yang
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/181413
• Institution: Nanyang Technological University

The recent rapid advancement of deep learning, especially the development of the large language models (LLMs) has revolutionized the community of software engineering. Thanks to the great amount of open-sourced code-related data readily available for training, the neural network solutions manage to...