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ABSTRACT: Aspect-oriented sentiment analysis is a meticulous sentiment analysis task that aims to analyse the sentiment polarity of specific aspects. Most of the current research builds graph ...

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 ...

Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...

Abstract: Abstract Syntax Tree (AST) is a graph structure obtained from code syntax analysis whose representation has recently played an increasingly important role in program classification. In our ...

1 School of Computer Science and Technology, Shandong University of Technology, Zibo, China. 2 Institute of Information Management, Shandong University of Technology, Zibo, China. Aiming at the ...