Starvector: Generating scalable vector graphics code from images
Scalable Vector Graphics (SVGs) have become integral in modern image rendering
applications due to their infinite scalability in resolution, versatile usability, and editing …
applications due to their infinite scalability in resolution, versatile usability, and editing …
The Silicone Ceiling: Auditing GPT's Race and Gender Biases in Hiring
Large language models (LLMs) are increasingly being introduced in workplace settings,
with the goals of improving efficiency and fairness. However, concerns have arisen …
with the goals of improving efficiency and fairness. However, concerns have arisen …
XAI for all: Can large language models simplify explainable AI?
The field of Explainable Artificial Intelligence (XAI) often focuses on users with a strong
technical background, making it challenging for non-experts to understand XAI methods …
technical background, making it challenging for non-experts to understand XAI methods …
Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers
Sonatype's 2023 report found that 97% of developers and security leads integrate
generative Artificial Intelligence (AI), particularly Large Language Models (LLMs), into their …
generative Artificial Intelligence (AI), particularly Large Language Models (LLMs), into their …
Numeracy from literacy: Data science as an emergent skill from large language models
Large language models (LLM) such as OpenAI's ChatGPT and GPT-3 offer unique testbeds
for exploring the translation challenges of turning literacy into numeracy. Previous publicly …
for exploring the translation challenges of turning literacy into numeracy. Previous publicly …
Using large language models to generate junit tests: An empirical study
A code generation model generates code by taking a prompt from a code comment, existing
code, or a combination of both. Although code generation models (eg, GitHub Copilot) are …
code, or a combination of both. Although code generation models (eg, GitHub Copilot) are …
Commit Messages in the Age of Large Language Models
Commit messages are explanations of changes made to a codebase that are stored in
version control systems. They help developers understand the codebase as it evolves …
version control systems. They help developers understand the codebase as it evolves …
Exploring the verifiability of code generated by github copilot
GitHub's Copilot generates code quickly. We investigate whether it generates good code.
Our approach is to identify a set of problems, ask Copilot to generate solutions, and attempt …
Our approach is to identify a set of problems, ask Copilot to generate solutions, and attempt …
Toward Artificial Intelligence-Human Paired Programming: A Review of the Educational Applications and Research on Artificial Intelligence Code-Generation Tools
J Liu, S Li - Journal of Educational Computing Research, 2024 - journals.sagepub.com
Pair Programming is considered an effective approach to programming education, but the
synchronous collaboration of two programmers involves complex coordination, making this …
synchronous collaboration of two programmers involves complex coordination, making this …
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
The high cost of full-parameter fine-tuning (FFT) of Large Language Models (LLMs) has led
to a series of parameter-efficient fine-tuning (PEFT) methods. However, it remains unclear …
to a series of parameter-efficient fine-tuning (PEFT) methods. However, it remains unclear …