Code Generation

CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models
(ICML 2023) This is an intersting and timely research investigating the potential IP violation of outputs from LLM-based code generation models (such as GitHub Copilot). We developed the first benchmark toolkit to quantify the extent of IP infringement of LLM models, which has been used by companies like Microsoft, and we also proposed several mitigation methods.
Zhiyuan Yu, Yuhao Wu, Ning Zhang, Chenguang Wang, Yevgeniy Vorobeychik, Chaowei Xiao
Code Dataset Website DOI Press PDF
CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models