Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Less training, more repairing please: revisiting automated program repair via zero-shot learning

Chunqiu Steven Xia, Lingming Zhang · 2022 · 194 citations

Computing, Computer Science, Machine Learning +11

VulRepair: a T5-based automated software vulnerability repair

Michael C. Fu, Chakkrit Tantithamthavorn, Trung Le et al. · 2022 · 180 citations

Computing, Computer Science, Cybersecurity +12

Automating code review activities by large-scale pre-training

Zhiyu Li, Shuai Lu, Daya Guo et al. · 2022 · 164 citations

Computing, Computer Science, Natural Language Processing +13

No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence

Chaozheng Wang, Yuanhang Yang, Cuiyun Gao et al. · 2022 · 140 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

NatGen: generative pre-training by “naturalizing” source code

Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding et al. · 2022 · 100 citations

Computing, Computer Science, Computational Linguistics +16