Results 41 to 50 of about 11,357,928 (275)
Empirical study of transformers for source code [PDF]
ESEC/SIGSOFT FSE, 2020 Initially developed for natural language processing (NLP), Transformers are now widely used for source code processing, due to the format similarity between source code and text.
Nadezhda Chirkova, Sergey Troshin
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Iterative joint design of source codes and multiresolution channel codes [PDF]
, 1997 We propose an iterative design algorithm for jointly optimizing source and channel codes. The joint design combines channel-optimized vector quantization (COVQ) for the source code with rate-compatible punctured convolutional (RCPC) coding for the ...
Effros, Michelle, Goldsmith, Andrea
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Modular Tree Network for Source Code Representation Learning [PDF]
ACM Transactions on Software Engineering and Methodology, 2020 Learning representation for source code is a foundation of many program analysis tasks. In recent years, neural networks have already shown success in this area, but most existing models did not make full use of the unique structural information of ...
Wenhan Wang +4 more
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Eye movements in code reading:relaxing the linear order [PDF]
, 2015 —Code reading is an important skill in programming. Inspired by the linearity that people exhibit while natural lan-guage text reading, we designed local and global gaze-based mea-sures to characterize linearity (left-to-right and top-to-bottom) in ...
Bednarik, Roman +7 more
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A Comparative Study of Deep Learning-Based Vulnerability Detection System
IEEE Access, 2019 Source code static analysis has been widely used to detect vulnerabilities in the development of software products. The vulnerability patterns purely based on human experts are laborious and error prone, which has motivated the use of machine learning ...
Zhen Li +5 more
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Reading the Source Code of Social Ties [PDF]
, 2014 Though online social network research has exploded during the past years, not much thought has been given to the exploration of the nature of social links.
Aiello, Luca Maria +2 more
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Bi-LSTM-Based Neural Source Code Summarization
Applied Sciences, 2022 Code summarization is a task that is often employed by software developers for fixing code or reusing code. Software documentation is essential when it comes to software maintenance. The highest cost in software development goes to maintenance because of
Sarah Aljumah, Lamia Berriche
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Academic Source Code Plagiarism Detection by Measuring Program Behavioral Similarity
IEEE Access, 2021 Source code plagiarism is a long-standing issue in tertiary computer science education. Many source code plagiarism detection tools have been proposed to aid in the detection of source code plagiarism.
Hayden Cheers +2 more
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Generating Adversarial Examples for Holding Robustness of Source Code Processing Models
AAAI Conference on Artificial Intelligence, 2020 Automated processing, analysis, and generation of source code are among the key activities in software and system lifecycle. To this end, while deep learning (DL) exhibits a certain level of capability in handling these tasks, the current state-of-the ...
Huangzhao Zhang +5 more
semanticscholar +1 more source
Identifying Plagiarised Programming Assignments with Detection Tool Consensus
Informatics in Education, 2023 Source code plagiarism is a common occurrence in undergraduate computer science education. Many source code plagiarism detection tools have been proposed to address this problem. However, most of these tools only measure the similarity between assignment
Hayden Cheers, Yuqing Lin, Weigen Yan
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