Robustness, security, privacy, explainability, efficiency, and usability of large language models for code

Z Yang, Z Sun, TZ Yue, P Devanbu, D Lo - arXiv preprint arXiv:2403.07506, 2024 - arxiv.org
Large language models for code (LLM4Code), which demonstrate strong performance (eg,
high accuracy) in processing source code, have significantly transformed software …

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches

C Zhu-Tian, Z Xiong, X Yao, E Glassman - arXiv preprint arXiv:2405.03998, 2024 - arxiv.org
Crafting effective prompts for code generation or editing with Large Language Models
(LLMs) is not an easy task. Particularly, the absence of immediate, stable feedback during …

Student-AI Interaction: A Case Study of CS1 students

M Amoozadeh, D Nam, D Prol, A Alfageeh… - arXiv preprint arXiv …, 2024 - arxiv.org
The new capabilities of generative artificial intelligence tools Generative AI, such as
ChatGPT, allow users to interact with the system in intuitive ways, such as simple …

[PDF][PDF] Non-Expert Programmers in the Generative AI Future

MQ Feldman, CJ Anderson - … of the 3rd Annual Meeting of the …, 2024 - feldmanmolly.com
Generative AI is rapidly transforming the practice of programming. At the same time, our
understanding of who writes programs, for what purposes, and how they program, has been …

International Scientific Report on the Safety of Advanced AI

B Yohsua, P Daniel, B Tamay, B Rishi, C Stephen… - 2024 - hal.science
We are in the midst of a technological revolution that will fundamentally alter the way we live,
work, and relate to one another. Artificial Intelligence (AI) promises to transform many …