1 code implementation • 20 Mar 2024 • Yanzhou Li, Tianlin Li, Kangjie Chen, Jian Zhang, Shangqing Liu, Wenhan Wang, Tianwei Zhang, Yang Liu
It boasts superiority over existing backdoor injection techniques in several areas: (1) Practicality: BadEdit necessitates only a minimal dataset for injection (15 samples).
no code implementations • 14 Jun 2023 • Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu
We evaluate our approach on two code understanding tasks and three code generation tasks over seven datasets.
no code implementations • 17 Aug 2022 • Shangqing Liu, Yanzhou Li, Xiaofei Xie, Yang Liu
GitHub commits, which record the code changes with natural language messages for description, play a critical role for software developers to comprehend the software evolution.
no code implementations • 19 Jan 2022 • Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Junzhe Jiang, Yang Liu
We propose a Cond-Idf measurement to interpret this behavior, which quantifies the relatedness of a token with a label and its project-specificness.