Anh Minh Nguyen

The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

We present The Vault, an open-source dataset of high quality code-text pairs in multiple programming languages for training large language models to understand and generate code. We propose methods for thoroughly extracting samples that use both rules and deep learning to ensure that they contain hi…