Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?

no code implementations • 14 Sep 2023 • Terry Yue Zhuo, Xiaoning Du, Zhenchang Xing, Jiamou Sun, Haowei Quan, Li Li, Liming Zhu

The correctness and unambiguity of API usage among these code models are crucial for achieving desirable program functionalities, requiring them to learn various API fully qualified names structurally and semantically.

Code Generation Knowledge Probing

Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization

no code implementations • 5 Jan 2021 • Jiamou Sun, Zhenchang Xing, Hao Guo, Deheng Ye, Xiaohong Li, Xiwei Xu, Liming Zhu

The extracted aspects from an ExploitDB post are then composed into a CVE description according to the suggested CVE description templates, which is must-provided information for requesting new CVEs.

Extractive Summarization Text Summarization