7+ Methods for Enhancing Code Generation

During the rise of LLM Coders, it’s essential to find ways to enhance their efficiency and accuracy. Code generation is challenging due to code's structure, which has strict rules and dependencies. Even if the code is syntactically correct, ensuring it functions as expected and passes tests remains complex. It is also difficult for LLMs to understand and maintain dependencies across large codebases. That is why researchers continually develop different approaches to boost the quality of code generation.

Here are several useful methods for enhancing code generation in LLMs: