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The evolution of Generative AI and the capabilities of the newly released Large Language Models (LLMs) open new opportunities in software engineering.
Language models are few-shot learners
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Program synthesis
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A survey of machine learning for big code and naturalness
Miltiadis Allamanis, Earl T Barr, Premkumar Devanbu, and Charles Sutton. 2018 · 2018
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Deep code comment generation. In Proceedings of the 26th conference on program comprehension . 200–210
Xing Hu, Ge Li, Xin Xia, David Lo, and Zhi Jin. 2018 · 2018
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Codexglue: A machine learning benchmark dataset for code understanding and generation
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, et al · 2021
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Lessons learned on language model safety and misuse
Miles Brundage, Katie Mayer, Tyna Eloundou, Sandhini Agarwal, Steven Adler, Gretchen Krueger, Jan Leike, and Pamela Mishkin. 2022 · 2022
Cited alongside, same era.
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
Nghi DQ Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, and Steven CH Hoi. 2023 · 2023
Cited alongside, same era.
PV Charan, Hrushikesh Chunduri, P Mohan Anand, and Sandeep K Shukla. 2023 · 2023
Cited alongside, same era.
ChatGPT: The Curious Case of Attack Vectors’ Supply Chain Management Improvement. In 2023 IEEE International Conference on Electro Information Technology (eIT) . IEEE, 499–504
Minhaz Chowdhury, Nafiz Rifat, Shadman Latif, Mostofa Ahsan, Md Saifur Rahman, and Rahul Gomes. 2023 · 2023
Cited alongside, same era.
Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, and Mario Fritz. 2023 · 2023
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From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy
Maanak Gupta, CharanKumar Akiri, Kshitiz Aryal, Eli Parker, and Lopamudra Praharaj. 2023 · 2023
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Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, and Yang Liu. 2023 · 2023
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Attia Qammar, Hongmei Wang, Jianguo Ding, Abdenacer Naouri, Mahmoud Daneshmand, and Huansheng Ning. 2023 · 2023
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Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, and Yang Liu. 2023 · 2023
Cited alongside, same era.
Beyond the Safeguards: Exploring the Security Risks of ChatGPT
Erik Derner and Kristina Batistič. 2023 · 2023
Cited alongside, same era.
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
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