As large language models (LLMs) continue to improve at writing code, a key challenge has emerged: enabling them to generate complex, high-quality training data that actually reflects real-world ...

We already have the ability to view the syntax tree of a file with the viewSyntaxTree command. This renders the tree for a snapshot of the file. It would be nice if we can also view the syntax tree ...

Abstract: Given a bug report, bug localization technique can help developers automatically locate potential buggy files. Information retrieval and deep learning approaches have been applied in bug ...

What is a Merkle tree? A Merkle tree – also called a Merkle Tree or hash tree – is a logical structure that organizes data in a distributed system while ensuring their integrity and consistency. This ...

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Large language models (LLMs) have revolutionized code generation, but their autoregressive nature poses a significant challenge. These models generate code token by token, without access to the ...