5 citations · 8 across the 11 of their papers we have counts for
3 papers · 1 filter
SLICET5: Static Program Slicing using Language Models with Copy Mechanism and Constrained Decoding
Pengfei He, Shaowei Wang, Tse-Hsun Chen
Static program slicing is a fundamental technique in software engineering. Traditional static slicing tools rely on parsing complete source code, which limits their applicability t…
Studying the Impact of Early Test Termination Due to Assertion Failure on Code Coverage and Spectrum-based Fault Localization
Md. Ashraf Uddin, Shaowei Wang, An Ran Chen +3
An assertion is commonly used to validate the expected programs behavior (e.g., if the returned value of a method equals an expected value) in software testing. Although it is a re…
CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs
Pengfei He, Shaowei Wang, Tse-Hsun Chen
Retrieval-Augmented Generation (RAG) enhances coding tasks by incorporating retrieved code examples into prompts. However, lengthy prompts, often exceeding tens of thousands of tok…