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Semantic Similarity Search for Source Code Plagiarism Detection: An Exploratory Study
Fahad Ebrahim, Mike Joy
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WaterRAG: A Multiagent Retrieval-Augmented Generation Framework to Support Water Industry Transitions to Net-Zero. [PDF]
Zhai M +7 more
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SECON: Maintaining Semantic Consistency in Data Augmentation for Code Search
ACM Transactions on Information SystemsEfficient code search techniques are crucial in accelerating software development by aiding developers in locating specific code snippets and understanding code functionalities. This study investigates code search methodologies, focusing on the emerging significance of semantic consistency in data augmentation techniques.
Xu Zhang +5 more
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Code semantic enrichment for deep code search
Journal of Systems and SoftwareZhongyang Deng +4 more
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How to better utilize code graphs in semantic code search?
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022Semantic code search greatly facilitates software reuse, which enables users to find code snippets highly matching user-specified natural language queries. Due to the rich expressive power of code graphs (e.g., control-flow graph and program dependency graph), both of the two mainstream research works (i.e., multi-modal models and pre-trained models ...
SHI, Yucen +7 more
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Searching for semantics in the retinal code
Neurocomputing, 2009This paper deals with retinal code semantics by introducing a new approach for the functional classification of retinal ganglion cells based on their firing patterns and coding capabilities. Multielectrode extracellular recordings were obtained from ganglion cell populations in isolated superfused albino rabbit retina using a rectangular array of 100 ...
María P. Bonomini +2 more
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Repairing Programs with Semantic Code Search (T)
2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2015Automated program repair can potentially reduce debugging costs and improve software quality but recent studies have drawn attention to shortcomings in the quality of automatically generated repairs. We propose a new kind of repair that uses the large body of existing open-source code to find potential fixes.
Yalin Ke +3 more
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Semantics-based code search demonstration proposal
2009 IEEE International Conference on Software Maintenance, 2009Our goal is to use the vast repositories of available open source code to generate specific functions or classes that meet a user's specifications. The key words here are specifications and generate. We let users specify what they are looking for as precisely as possible using keywords, class or method signatures, test cases, contracts, and security ...
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