The subgraphs for training are preprocessed with motif detection and stored in different files in this code. We provide StackOverflow as an example. The 1h scale can be used directly, while the 5h and ...

Abstract: Neural code retrieval models like GraphCodeBERT have achieved strong performance by incorporating data flow graph (DFG) information across multiple programming languages. Nevertheless, these ...

Abstract: Issue solving aims to generate patches to fix re-ported issues in real-world code repositories according to issue descriptions. Issue localization forms the basis for accurate issue solving.

AgentRun is a Python library that makes it easy to run Python code safely from large language models (LLMs) with a single line of code. Built on top of the Docker Python SDK and RestrictedPython, it ...