notesum.ai
Published at November 13PyGen: A Collaborative Human-AI Approach to Python Package Creation
cs.SE
cs.AI
Released Date: November 13, 2024
Authors: Saikat Barua1, Mostafizur Rahman2, Md Jafor Sadek1, Rafiul Islam1, Shehnaz Khaled1, Md. Shohrab Hossain
Aff.: 1North South University; 2Bangladesh University of Engineering and Technology

| Enhancement Component | Clarity (Mean ± SD) | Relevance (Mean ± SD) | Depth (Mean ± SD) | Usefulness (Mean ± SD) |
|---|---|---|---|---|
| No Enhancement & No Feature Description | 3.7 ± 0.6 | 4.1 ± 0.4 | 3.9 ± 0.7 | 3.3 ± 0.5 |
| Feature Description (FD) | 4.0 ± 0.5 | 4.2 ± 0.4 | 3.8 ± 0.6 | 4.1 ± 0.5 |
| FD + Pseudocode | 4.2 ± 0.4 | 4.3 ± 0.3 | 4.1 ± 0.5 | 4.2 ± 0.4 |
| FD + Pseudocode + Implementation (Full Enhancement) | 4.3 ± 0.4 | 4.5 ± 0.3 | 4.2 ± 0.5 | 4.4 ± 0.4 |