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Abstract: Transformer-based models have demonstrated state-of-the-art performance in various intelligent coding tasks such as code comment generation and code completion. Previous studies show that ...

Given a Java source code, the Decomp-Java-Analysis-Service generates the Abstract Syntax Tree (AST) of the source code and leverages this structure to extract the metadata about the classes and ...

The message-passing paradigm has served as the foundation of graph neural networks (GNNs) for years, making them achieve great success in a wide range of applications. Despite its elegance, this ...

You’ll also get started with JPA Query Language (JPQL) and use it to execute a few simple database operations on the example application. The complete source code for the example application can be ...

Code summarization aims to generate concise natural language descriptions of source code, which can help improve program comprehension and maintenance. Recent studies show that syntactic and ...

ASTExtractor is an Abstract Syntax Tree (AST) extractor for Java source code, based on the Eclipse compiler. The tool functions as a wrapper of the Eclipse compiler and allows exporting the AST of ...