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Software Bug Count Prediction Using Abstract Syntax Trees (ASTs)

Proceedings of the 2024 13th International Conference on Software and Information Engineering
Rahmeh Fawaz Ibrahim, Abdallah Qusef
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A systematic survey of natural language processing for the Greek language. [PDF]

Patterns (N Y)
Bakagianni J, Pouli K, Gavriilidou M, Pavlopoulos J.   +3 more
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Multiclass vulnerability and clone detection in Ethereum smart contracts using Block-wise Abstract Syntax Tree based Federated Graph Neural Networks

Shruti Sharma, Ankur Ratmele, Abhay Deep Seth   +2 more
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Towards better Hebrew clickbait detection: Insights from BERT and data augmentation. [PDF]

PLoS One
Natanya T, Liebeskind C.
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Smart Contract Vulnerability Detection based on Abstract Syntax Tree

2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR), 2022
Smart contracts are computer programs running on the blockchain, and their security issues have received widespread attentions. However, existing vulnerability detection techniques such as static analysis, symbol execution, and fuzz testing could be ...
Huiwen Yang, Jiaming Zhang, Xiguo Gu, Zhanqi Cui   +3 more
openaire   +2 more sources

Code Summarization with Abstract Syntax Tree

International Conference on Neural Information Processing, 2019
Code summarization, which provides a high-level description of the function implemented by code, plays a vital role in software maintenance and code retrieval. Traditional approaches focus on retrieving similar code snippets to generate summaries, and recently researchers pay increasing attention to leverage deep learning approaches, especially the ...
Qiuyuan Chen, Han Hu, Zhaoyi Liu
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Visualizing Project Evolution through Abstract Syntax Tree Analysis

2016 IEEE Working Conference on Software Visualization (VISSOFT), 2016
What is a developer's contribution to a repository? By only counting commits and number of lines changed, existing tools that visualize source code repositories (such as GitHub's graphs) fall short on showing the effective contributions made by each developer. When many commits are viewed as a group, the details are lost.
Michael D. Feist, Eddie Antonio Santos, Ian Watts, Abram Hindle   +3 more
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Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

arXiv.org, 2023
Programming language understanding and representation (a.k.a code representation learning) has always been a hot and challenging task in software engineering.
Weisong Sun, Chunrong Fang, Yun Miao, Yudu You, Mengzhe Yuan, Yuchen Chen, Quanjun Zhang, An Guo, Xiang Chen, Yang Liu, Zhenyu Chen   +10 more
semanticscholar   +1 more source

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Text-to-SQL is the task of converting a natural language utterance plus the corresponding database schema into a SQL program. The inputs naturally form a heterogeneous graph while the output SQL can be transduced into an abstract syntax tree (AST ...
Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu   +6 more
semanticscholar   +1 more source

Fine-Grained Code Clone Detection with Block-Based Splitting of Abstract Syntax Tree

International Symposium on Software Testing and Analysis, 2023
Code clone detection aims to find similar code fragments and gains increasing importance in the field of software engineering. There are several types of techniques for detecting code clones.
Tiancheng Hu, Ziyun Xu, Yilin Fang, Yueming Wu, Bin Yuan, Deqing Zou, Hai Jin   +6 more
semanticscholar   +1 more source