Software Vulnerability and Functionality Assessment using Large Language Models

Author:

Ingemann Tuffveson Jensen Rasmus1ORCID,Tawosi Vali1ORCID,Alamir Salwa1ORCID

Affiliation:

1. J.P.Morgan AI Research, London, England, United Kingdom

Publisher

ACM

Reference22 articles.

1. Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra Cojocaru Merouane Debbah Etienne Goffinet Daniel Heslow Julien Launay Quentin Malartic Badreddine Noune Baptiste Pannier and Guilherme Penedo. 2023. Falcon-40B: An open large language model with state-of-the-art performance. https://huggingface.co/tiiuae/falcon-7b

2. Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski David Dohan Ellen Jiang Carrie Cai Michael Terry Quoc Le et al. 2021. Program synthesis with large language models. arXiv:2108.07732

3. Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, et al. 2021. Evaluating large language models trained on code. arXiv:2107.03374

4. Mike Conover, Matt Hayes, Ankit Mathur, Jianwei Xie, Jun Wan, Sam Shah, Ali Ghodsi, Patrick Wendell, Matei Zaharia, and Reynold Xin. 2023. Free Dolly: Introducing the World's First Truly Open Instruction-Tuned LLM. www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm

5. Code Reviews Do Not Find Bugs. How the Current Code Review Best Practice Slows Us Down

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