Bug Characterization in Machine Learning-based Systems

26 July 2023

Papers citing "Bug Characterization in Machine Learning-based Systems"

5 / 5 papers shown

Title
Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models Hao Li C. Bezemer Ahmed E. Hassan 45 2 0 08 Jan 2025
Bugs in Large Language Models Generated Code: An Empirical Study Florian Tambon Arghavan Moradi Dakhel Amin Nikanjam Foutse Khomh Michel C. Desmarais G. Antoniol ELM 42 33 0 13 Mar 2024
PeaTMOSS: Mining Pre-Trained Models in Open-Source Software Wenxin Jiang Jason Jones Jerin Yasmin Nicholas Synovic Rajeev Sashti Sophie Chen George K. Thiruvathukal Yuan Tian James C. Davis 38 1 0 05 Oct 2023
Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem Purvish Jajal Wenxin Jiang Arav Tewari Erik Kocinare Joseph Woo Anusha Sarraf Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 35 0 0 30 Mar 2023
Bugs in Machine Learning-based Systems: A Faultload Benchmark Mohammad Mehdi Morovati Amin Nikanjam Foutse Khomh Zhen Ming Z. Jiang 24 20 0 24 Jun 2022