Search Results for author: Thang Nguyen-Duc

Found 2 papers, 1 papers with code

Class based Influence Functions for Error Detection

1 code implementation2 May 2023 Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, Dang Huu-Tien, Hieu Ngoc Nguyen, Anh T. V. Dau, Nghi D. Q. Bui

Influence functions (IFs) are a powerful tool for detecting anomalous examples in large scale datasets.

Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora

no code implementations25 May 2022 Anh T. V. Dau, Thang Nguyen-Duc, Hoang Thanh-Tung, Nghi D. Q. Bui

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.

Code Classification Representation Learning

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