[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4

KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …

Thrilled by your progress! large language models (gpt-4) no longer struggle to pass assessments in higher education programming courses

J Savelka, A Agarwal, M An, C Bogart… - Proceedings of the 2023 …, 2023 - dl.acm.org
This paper studies recent developments in large language models'(LLM) abilities to pass
assessments in introductory and intermediate Python programming courses at the …

Deceptprompt: Exploiting llm-driven code generation via adversarial natural language instructions

F Wu, X Liu, C Xiao - arXiv preprint arXiv:2312.04730, 2023 - arxiv.org
With the advancement of Large Language Models (LLMs), significant progress has been
made in code generation, enabling LLMs to transform natural language into programming …

Can large language models find and fix vulnerable software?

D Noever - arXiv preprint arXiv:2308.10345, 2023 - arxiv.org
In this study, we evaluated the capability of Large Language Models (LLMs), particularly
OpenAI's GPT-4, in detecting software vulnerabilities, comparing their performance against …

Security code review by llms: A deep dive into responses

J Yu, P Liang, Y Fu, A Tahir, M Shahin, C Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Security code review aims to combine automated tools and manual efforts to detect security
defects during development. The rapid development of Large Language Models (LLMs) has …

Assessing the code clone detection capability of large language models

Z Zhang, T Saber - 2024 4th International Conference on Code …, 2024 - ieeexplore.ieee.org
This study aims to assess the performance of two advanced Large Language Models
(LLMs), GPT-3. S and GPT-4, in the task of code clone detection. The evaluation involves …

Is ChatGPT a good software librarian? An exploratory study on the use of ChatGPT for software library recommendations

J Latendresse, SH Khatoonabadi, A Abdellatif… - arXiv preprint arXiv …, 2024 - arxiv.org
Software libraries play a critical role in the functionality, efficiency, and maintainability of
software systems. As developers increasingly rely on Large Language Models (LLMs) to …

Do large language models pay similar attention like human programmers when generating code?

B Kou, S Chen, Z Wang, L Ma, T Zhang - Proceedings of the ACM on …, 2024 - dl.acm.org
Large Language Models (LLMs) have recently been widely used for code generation. Due
to the complexity and opacity of LLMs, little is known about how these models generate …

Artificial intelligence and digital economy: divergent realities

D Vidal-Tomás, S Bartolucci - Available at SSRN 4589333, 2023 - papers.ssrn.com
After the release of ChatGPT on November 30, 2022, artificial intelligence (AI) has emerged
as a revolutionary technology capable of transforming many industries in the economy …

Unveiling Outperformance: A Portfolio Analysis of Top AI-Related Stocks against IT Indices and Robotics ETFs

A Trabelsi Karoui, S Sayari, W Dammak, A Jeribi - Risks, 2024 - mdpi.com
In this study, we delve into the financial market to compare the performance of prominent AI
and robotics-related stocks against traditional IT indices, such as the Nasdaq, and …