A manual and LLM-based study of 400 npm code snippet descriptions finds example-based descriptions dominate and that Llama's classifications and generated descriptions need human oversight.
Project-specific code summarization with in-context learning,
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Uncovering Intention through LLM-Driven Code Snippet Description Generation
A manual and LLM-based study of 400 npm code snippet descriptions finds example-based descriptions dominate and that Llama's classifications and generated descriptions need human oversight.