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This paper investigates the effectiveness of Abstract Syntax Tree (AST) based code representation in programming language understanding and its impact on code-related tasks. The authors conduct an empirical study comparing AST-based representation with token-based representation across tasks like code clone detection, code search, and code summarization, revealing that while AST performs worse overall, it has strengths in specific scenarios. The study emphasizes the complexity of AST processing stages and c

Author

anhthang1510zz

Language

EN