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This paper investigates source code similarity detection using a transformer model augmented with an execution-derived signal.
Scalable detection of semantic clones
Gabel, M., Jiang, L., & Su, Z. (2008) · 2008
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Evaluating clone detection tools with bigclonebench
Svajlenko, J., & Roy, C. K. (2015) · 2015
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Convolutional neural networks over tree structures for programming language processing
Mou, L., Li, G., Zhang, L., Wang, T., & Jin, Z. (2016) · 2016
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Deep learning code fragments for code clone detection
White, M., Tufano, M., Vendome, C., & Poshyvanyk, D. (2016) · 2016
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Supervised deep features for software functional clone detection by exploiting lexical and syntactical information in source code
Wei, H., & Li, M. (2017) · 2017
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Code clones: Detection and management
Saini, N., Singh, S. et al. (2018) · 2018
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A systematic review on code clone detection
Ain, Q. U., Butt, W. H., Anwar, M. W., Azam, F., & Maqbool, B. (2019) · 2019
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code2vec: Learning distributed representations of code
Alon, U., Zilberstein, M., Levy, O., & Yahav, E. (2019) · 2019
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Best parameter selection of rabin-karp algorithm in detecting document similarity
Hartanto, A. D., Syaputra, A., & Pristyanto, Y. (2019) · 2019
Cited alongside, same era.
Source code plagiarism detection in academia with information retrieval: Dataset and the observation
Karnalim, O., Budi, S., Toba, H., & Joy, M. (2019) · 2019
Cited alongside, same era.
Source-code similarity detection and detection tools used in academia: a systematic review
Novak, M., Joy, M., & Kermek, D. (2019) · 2019
Cited alongside, same era.
Codebert: A pre-trained model for programming and natural languages
Feng, Z., Guo, D., Tang, D., Duan, N., Feng, X., Gong, M., Shou, L., Qin, B., Liu, T., Jiang, D., & Zhou, M. (2020) · 2020
Cited alongside, same era.
Syntax trees and information retrieval to improve code similarity detection
Karnalim, O., & Simon (2020) · 2020
Cited alongside, same era.
What do pre-trained code models know about code?
Karmakar, A., & Robbes, R. (2021) · 2021
Later among the works it cites.
Explanation in code similarity investigation
Karnalim, O. et al. (2021) · 2021
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A comprehensive review of stacking methods for semantic similarity measurement
Martinez-Gil, J. (2022) · 2022
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A comparative study of ensemble techniques based on genetic programming: A case study in semantic similarity assessment
Martinez-Gil, J. (2023) · 2023
Later among the works it cites.
Source code clone detection using unsupervised similarity measures
Martinez-Gil, J. (2024) · 2024
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Advanced detection of source code clones via an ensemble of unsupervised similarity measures
Martinez-Gil, J. (2025a) · 2025
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Wang, W., Li, G., Ma, B., Xia, X., & Jin, Z. (2020) · 2020
Cited alongside, same era.
Graphcodebert: Pre-training code representations with data flow
Guo, D., Ren, S., Lu, S., Feng, Z., Tang, D., Liu, S., Zhou, L., Duan, N., Svyatkovskiy, A., Fu, S., Tufano, M., Deng, S. K., Clement, C. B., Drain, D., Sundaresan, N., Yin, J., Jiang, D., & Zhou, M. (2021) · 2021
Cited alongside, same era.
Augmenting the interpretability of graphcodebert for code similarity tasks
Martinez-Gil, J. (2025b)
Cited in the paper.
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Framework to automatically determine the quality of open data catalogs
Martinez-Gil, J. (2025) · 2025
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