Bridging gaps in code generation with large language models

Large Language Models (LLMs) are transforming natural language processing and extending their impact to code generation. This thesis evaluates both academic and industrial LLMs, focusing on their ability to generate pragmatic, functional code for non-standalone functions—a critical aspect of real-wo...