The Struggles of LLMs in Cross-lingual Code Clone Detection

Nearest neighbor pattern classification

Thomas Cover and Peter Hart. 1967 · 1967

Earlier work this paper cites.

Support-vector networks

Corinna Cortes and Vladimir Vapnik. 1995 · 1995

Earlier work this paper cites.

CCFinder: a multilinguistic token-based code clone detection system for large scale source code

T. Kamiya, S. Kusumoto, and K. Inoue. 2002 · 2002

Earlier work this paper cites.

DECKARD: Scalable and Accurate Tree-Based Detection of Code Clones. In 29th International Conference on Software Engineering (ICSE’07) . IEEE, Minneapolis, MN, USA, 96–105

Lingxiao Jiang, Ghassan Misherghi, Zhendong Su, and Stephane Glondu. 2007 · 2007

Earlier work this paper cites.

NICAD: Accurate Detection of Near-Miss Intentional Clones Using Flexible Pretty-Printing and Code Normalization. In 2008 16th IEEE International Conference on Program Comprehension . IEEE, Amsterdam, 172–181

C.K. Roy and J.R. Cordy. 2008 · 2008

Earlier work this paper cites.

GraphCodeBERT: Pre-training Code Representations with Data Flow

Original

Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, and Ming Zhou. 2021 · 2009

Earlier work this paper cites.

Do code clones matter?. In 2009 IEEE 31st International Conference on Software Engineering . IEEE, Vancouver, BC, Canada, 485–495

Elmar Juergens, Florian Deissenboeck, Benjamin Hummel, and Stefan Wagner. 2009 · 2009

Earlier work this paper cites.

Comparison and evaluation of code clone detection techniques and tools: A qualitative approach

Chanchal K Roy, James R Cordy, and Rainer Koschke. 2009 · 2009

Earlier work this paper cites.

Scikit-learn: Machine learning in Python

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al · 2011

Earlier work this paper cites.

A Large Scale Study of Multiple Programming Languages and Code Quality. In 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER) . IEEE, Suita, 563–573

Pavneet Singh Kochhar, Dinusha Wijedasa, and David Lo. 2016 · 2016

Earlier work this paper cites.

SourcererCC: scaling code clone detection to big-code. In Proceedings of the 38th International Conference on Software Engineering . ACM, Austin Texas, 1157–1168

Hitesh Sajnani, Vaibhav Saini, Jeffrey Svajlenko, Chanchal K. Roy, and Cristina V. Lopes. 2016 · 2016

Earlier work this paper cites.

Deep learning code fragments for code clone detection. In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering . ACM, Singapore Singapore, 87–98

Martin White, Michele Tufano, Christopher Vendome, and Denys Poshyvanyk. 2016 · 2016

Earlier work this paper cites.

CLCMiner

Xiao Cheng, Zhiming Peng, Lingxiao Jiang, Hao Zhong, Haibo Yu, and Jianjun Zhao. 2017 · 2017

Earlier work this paper cites.

Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code. In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence . International Joint Conferences on Artificial Intelligence Organization, Melbourne, Australia, 3034–3040

Huihui Wei and Ming Li. 2017 · 2017

Earlier work this paper cites.

Oreo: detection of clones in the twilight zone. In Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering . ACM, 354–365

Vaibhav Saini, Farima Farmahinifarahani, Yadong Lu, Pierre Baldi, and Cristina V. Lopes. 2018 · 2018

Earlier work this paper cites.

LICCA: A tool for cross-language clone detection. In 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering (SANER) . IEEE, Campobasso, 512–516

Tijana Vislavski, Gordana Rakic, Nicolas Cardozo, and Zoran Budimac. 2018 · 2018

Earlier work this paper cites.

DeepSim: deep learning code functional similarity. In Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering . ACM, 141–151

Gang Zhao and Jeff Huang. 2018 · 2018

Cited alongside, same era.

CLCDSA: Cross Language Code Clone Detection using Syntactical Features and API Documentation. In 2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE) . IEEE, San Diego, CA, USA, 1026–1037

Kawser Wazed Nafi, Tonny Shekha Kar, Banani Roy, Chanchal K. Roy, and Kevin A. Schneider. 2019 · 2019

Cited alongside, same era.

Graphcodebert: Pre-training code representations with data flow

Original

Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, et al · 2020

Cited alongside, same era.

Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree. In 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) . IEEE, London, ON, Canada, 261–271

ZC 3: Zero-Shot Cross-Language Code Clone Detection. In 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE) . IEEE, 875–887

Jia Li, Chongyang Tao, Zhi Jin, Fang Liu, and Ge Li. 2023b · 2023

Later among the works it cites.

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search

Original

Nikita Sorokin, Dmitry Abulkhanov, Sergey Nikolenko, and Valentin Malykh. 2023 · 2023

Later among the works it cites.

Llama 2: Open Foundation and Fine-Tuned Chat Models

Original

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, and Thomas Scialom. 2023 · 2023

Later among the works it cites.