Towards generalizable neural program understanding and synthesis

• المؤلف الرئيسي: Li, Zhiming
• مؤلفون آخرون: Liu Yang
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181413
• المؤسسة: 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...