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 · 176 citations

Software Maintenance, Few-shot Learning, Artificial Intelligence +22

VulRepair: a T5-based automated software vulnerability repair

Michael C. Fu, Chakkrit Tantithamthavorn, Trung Le et al. · 2022 · 160 citations

Software Maintenance, Artificial Intelligence, Engineering +18

Automating code review activities by large-scale pre-training

Zhiyu Li, Shuai Lu, Daya Guo et al. · 2022 · 149 citations

Software Maintenance, Engineering, Software Engineering +21

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

Chaozheng Wang, Yuanhang Yang, Cuiyun Gao et al. · 2022 · 136 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +30

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

Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding et al. · 2022 · 98 citations