AI Code Generation

Creator

Creator

Seonglae Cho

Created

Created

2022 Jun 23 1:48

Editor

Editor

Seonglae Cho

Edited

Edited

2024 Aug 28 15:27

Refs

Refs

AI Programming, AI Coding, AI IntelliSense

Many of the optimizations and tricks that have been successful in natural language generation may not be effective for code tasks.

AI Coding Notion

AI Code executor

AI Coder Modeling

Code Generation Technique

AI Coding Usages

AI Code Explainer

AI Coder Framework

AI Code Benchmark

Google Stats

AI in software engineering at Google: Progress and the path ahead

Satish Chandra, Principal Engineer, and Maxim Tabachnyk, Senior Staff Software Engineer, Core Systems and Experiences

AI in software engineering at Google: Progress and the path ahead

https://research.google/blog/ai-in-software-engineering-at-google-progress-and-the-path-ahead/

The Impact of ChatGPT on Programming Education - Programiz Survey

Programiz PRO | Survey report

The Impact of ChatGPT on Programming Education - Programiz Survey

https://programiz.pro/report

The Impact of ChatGPT on Programming Education - Programiz Survey

Papers with Code - Code Generation

**Code Generation** is an important field to predict explicit code or program structure from multimodal data sources such as incomplete code, programs in another programming language, natural language descriptions or execution examples. Code Generation tools can assist the development of automatic programming tools to improve programming productivity. <span class="description-source">Source: [Deep Learning for Source Code Modeling and Generation ](https://arxiv.org/abs/2002.05442)</span> Image source: [Measuring Coding Challenge Competence With APPS](https://paperswithcode.com/paper/measuring-coding-challenge-competence-with)

Papers with Code - Code Generation

https://paperswithcode.com/task/code-generation

Papers with Code - Code Generation

Using AI coding tools is strongly correlated with mistake code being pushed to repositories

New GitHub Copilot Research Finds 'Downward Pressure on Code Quality' -- Visual Studio Magazine

'We find disconcerting trends for maintainability.'

New GitHub Copilot Research Finds 'Downward Pressure on Code Quality' -- Visual Studio Magazine

https://visualstudiomagazine.com/articles/2024/01/25/copilot-research.aspx

New GitHub Copilot Research Finds 'Downward Pressure on Code Quality' -- Visual Studio Magazine

Related notion

Metaprogramming

Metaprogramming is a programming technique in which computer programs have the ability to treat other programs as their data. It means that a program can be designed to read, generate, analyze or transform other programs, and even modify itself while running.[1][2] In some cases, this allows programmers to minimize the number of lines of code to express a solution, in turn reducing development time.[3] It also allows programs a greater flexibility to efficiently handle new situations without recompilation.

Metaprogramming

https://en.wikipedia.org/wiki/Metaprogramming

Automatic programming

In computer science, automatic programming[1] is a type of computer programming in which some mechanism generates a computer program to allow human programmers to write the code at a higher abstraction level.

Automatic programming

https://en.wikipedia.org/wiki/Automatic_programming

Recommendations

/////