Towards generalizable neural program understanding and synthesis

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...

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