[PDF][PDF] Unifying the perspectives of nlp and software engineering: A survey on language models for code

Z Zhang, C Chen, B Liu, C Liao, Z Gong… - ar** enables developers to annotate types of their own choosing, offering a
flexible middle ground between no type annotations and a fully statically typed language. As …

Pyrtfuzz: Detecting bugs in python runtimes via two-level collaborative fuzzing

W Li, H Yang, X Luo, L Cheng, H Cai - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
Given the widespread use of Python and its sustaining impact, the security and reliability of
the Python runtime system is highly and broadly critical. Yet with real-world bugs in Python …

Reef: A framework for collecting real-world vulnerabilities and fixes

C Wang, Z Li, Y Pena, S Gao, S Chen… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
Software plays a crucial role in our daily lives, and therefore the quality and security of
software systems have become increasingly important. However, vulnerabilities in software …