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Code Documentation Generation with GPT-3 Codex Model

We employed GPT-3 Codex model for automatic code documentation generation which achieved state-of-the-art performance.

Dataset

We used the CodeSearchNet dataset for evaluation.

Codes

Codes of our documentation generation, evaluation, and qualitative analysis are available at 'Codes' folder. The codes are organized in a sequential manner. All file and folder names are self-explanatory.

Generated Documentation

The documentations generated by Codex model are available at 'Generated Documentations' folder.