Data Race Detection Using Large Language Models

Chen, L; Ding, X; Lin, P; Liao, C

doi:10.1145/3624062.3624088

Data Race Detection Using Large Language Models

Conference · 14 August 2023

DOI:https://doi.org/10.1145/3624062.3624088· OSTI ID:2328226

Chen, L ^[1]; Ding, X ^[2]; Lin, P ^[3]; Liao, C ^[3]

Iowa State University
University of California, Merced
Lawrence Livermore National Laboratory

Research Organization:: Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

DOE Contract Number:: AC52-07NA27344

OSTI ID:: 2328226

Report Number(s):: LLNL-CONF-853160; 1080939

Country of Publication:: United States

Language:: English

References (10)

ChatGPT for good? On opportunities and challenges of large language models for education Kasneci, Enkelejda; Sessler, Kathrin; Küchemann, Stefan Learning and Individual Differences, Vol. 103 https://doi.org/10.1016/j.lindif.2023.102274	journal	April 2023
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control Ding, Xianzhong; Du, Wan; Cerpa, Alberto BuildSys '19: The 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation https://doi.org/10.1145/3360322.3360857	conference	November 2019
ompVerify: Polyhedral Analysis for the OpenMP Programmer Basupalli, V.; Yuki, T.; Rajopadhye, S. OpenMP in the Petascale Era https://doi.org/10.1007/978-3-642-21487-5_4	book	January 2011
DataRaceBench Liao, Chunhua; Lin, Pei-Hung; Asplund, Joshua Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1145/3126908.3126958	conference	November 2017
Locksmith Pratikakis, Polyvios; Foster, Jeffrey S.; Hicks, Michael ACM SIGPLAN Notices, Vol. 41, Issue 6 https://doi.org/10.1145/1133255.1134019	journal	June 2006
Large Language Models Meet NL2Code: A Survey Zan, Daoguang; Chen, Bei; Zhang, Fengji Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) https://doi.org/10.18653/v1/2023.acl-long.411	conference	January 2023
DeepRace: A learning-based data race detector TehraniJamsaz, Ali; Khaleel, Mohammed; Akbari, Reza 2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) https://doi.org/10.1109/ICSTW52544.2021.00046	conference	April 2021
Mb2c Ding, Xianzhong; Du, Wan; Cerpa, Alberto E. Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation https://doi.org/10.1145/3408308.3427986	conference	November 2020
DRLIC: Deep Reinforcement Learning for Irrigation Control Ding, Xianzhong; Du, Wan 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) https://doi.org/10.1109/IPSN54338.2022.00011	conference	May 2022
Relay Voung, Jan Wen; Jhala, Ranjit; Lerner, Sorin Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering https://doi.org/10.1145/1287624.1287654	conference	September 2007

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