Results 11 to 20 of about 6,857,309 (337)
Formal metatheory of second-order abstract syntax [PDF]
Proceedings of the ACM on Programming Languages, 2022 Despite extensive research both on the theoretical and practical fronts, formalising, reasoning about, and implementing languages with variable binding is still a daunting endeavour – repetitive boilerplate and the overly complicated metatheory of capture-avoiding substitution often get in the way of progressing on to the actually interesting ...
Fiore, Marcelo, Szamozvancev, Dmitrij
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Abstract clones for abstract syntax
International Conference on Formal Structures for Computation and Deduction, 2021 To appear in the proceedings of FSCD 2021; 16 ...
Arkor, Nathanael, McDermott, Dylan
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Long short‐term memory on abstract syntax tree for SQL injection detection
IET Software, 2021 SQL injection attack (SQLIA) is a code injection technique, used to attack data‐driven applications by executing malicious SQL statements. Techniques like pattern matching, software testing and grammar analysis etc.
Z. Zhuo, T. Cai, X. Zhang, F. Lv
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Deep Learning With Customized Abstract Syntax Tree for Bug Localization
IEEE Access, 2019 Given a bug report, bug localization technique can help developers automatically locate potential buggy files. Information retrieval and deep learning approaches have been applied in bug localization by extracting lexical features in bug reports and ...
Hongliang Liang +3 more
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An Abstract Syntax Tree Encoding Method for Cross-Project Defect Prediction
IEEE Access, 2019 In the last few years, with the development of deep learning theory, researchers have tried to introduce the method of artificial intelligence into the field of software defect prediction (SDP) to improve its prediction effect.
Ziyi Cai, Lu Lu, Shaojian Qiu
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Computational Linguistics, 2020 syntax is an interlingual representation used in compilers. Grammatical Framework (GF) applies the abstract syntax idea to natural languages. The development of GF started in 1998, first as a tool for controlled language implementations, where it has ...
Ranta, Aarne +3 more
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PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code [PDF]
IEEE Working Conference on Mining Software Repositories, 2021 The application of machine learning algorithms to source code has grown in the past years. Since these algorithms are quite sensitive to input data, it is not surprising that researchers experiment with input representations. Nowadays, a popular starting
Egor Spirin +3 more
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Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree [PDF]
IEEE International Conference on Software Analysis, Evolution, and Reengineering, 2020 Code clones are semantically similar code fragments pairs that are syntactically similar or different. Detection of code clones can help to reduce the cost of software maintenance and prevent bugs.
Wenhan Wang +4 more
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AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models [PDF]
International Conference on Automated Software Engineering, 2022 The objective of pre-trained language models is to learn contextual representations of textual data. Pre-trained language models have become mainstream in natural language processing and code modeling.
José Antonio Hernández López +3 more
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Unified Abstract Syntax Tree Representation Learning for Cross-Language Program Classification [PDF]
IEEE International Conference on Program Comprehension, 2022 Program classification can be regarded as a high-level abstraction of code, laying a foundation for various tasks related to source code comprehension, and has a very wide range of applications in the field of software engineering, such as code clone ...
Kesu Wang, Meng Yan, He Zhang, Haibo Hu
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