3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CL2023
Class based Influence Functions for Error Detection
Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran +4
Influence functions (IFs) are a powerful tool for detecting anomalous examples in large scale datasets. However, they are unstable when applied to deep networks. In this paper, we…
cs.SE2022★ 3 cited
Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora
Anh T. V. Dau, Thang Nguyen-Duc, Hoang Thanh-Tung +1
Despite the recent trend of developing and applying neural source code models to software engineering tasks, the quality of such models is insufficient for real-world use. This is…