Assisting Static Analysis with Large Language Models: A ChatGPT Experiment

Author:

Li Haonan1,Hao Yu1,Zhai Yizhuo1,Qian Zhiyun1

Affiliation:

1. University of California at Riverside, Riverside, USA

Publisher

ACM

Reference23 articles.

1. OpenAI (2023). 2023. GPT-4 Technical Report. arxiv:2303.08774 arXiv:2303.08774 [cs] OpenAI (2023). 2023. GPT-4 Technical Report. arxiv:2303.08774 arXiv:2303.08774 [cs]

2. A Few Billion Lines of Code Later: Using Static Analysis to Find Bugs in the Real;Bessey Al;World. Commun. ACM,2010

3. Sébastien Bubeck , Varun Chandrasekaran , Ronen Eldan , Johannes Gehrke , Eric Horvitz , Ece Kamar , Peter Lee , Yin Tat Lee , Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023 . Sparks of Artificial General Intelligence: Early experiments with GPT- 4. arxiv:2303.12712 arXiv:2303.12712 [cs] Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023. Sparks of Artificial General Intelligence: Early experiments with GPT-4. arxiv:2303.12712 arXiv:2303.12712 [cs]

4. Jiuhai Chen Lichang Chen Heng Huang and Tianyi Zhou. 2023. When do you need Chain-of-Thought Prompting for ChatGPT? arxiv:2304.03262 arXiv:2304.03262 [cs] Jiuhai Chen Lichang Chen Heng Huang and Tianyi Zhou. 2023. When do you need Chain-of-Thought Prompting for ChatGPT? arxiv:2304.03262 arXiv:2304.03262 [cs]

5. Clang. 2023. Clang Language Extensions. https://clang.llvm.org/docs/LanguageExtensions.html##builtin-functions Clang. 2023. Clang Language Extensions. https://clang.llvm.org/docs/LanguageExtensions.html##builtin-functions

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