| license: mit | |
| tags: | |
| - archpipeline | |
| - software-architecture | |
| - adl | |
| # archpipeline-evolution-ablation-directevolution | |
| Part of **ArchPipeline** -- *ArchPipeline: A Two-Phase Transfer-Learning Framework for Software Architecture Comprehension and Evolution* | |
| (Lamia Aissaoui, Fadila Atil, Saida Gherbi, Sonia Achiri, under review) | |
| - **Phase**: Evolution (ablation) | |
| - **Backbone**: CodeT5-base | |
| - **Strategy**: Direct evolution -- fine-tuned directly on the evolution task, without the Phase-1 comprehension transfer | |
| Ablation baseline quantifying the benefit of two-phase initialization (composite score 0.9364 vs. 0.9431 for the full ArchPipeline model, Table 6). | |
| **Code, training notebooks, datasets, and full results**: https://github.com/lamia-aissaoui/ArchPipeline | |
| ## Citation | |
| ``` | |
| [Add full BibTeX entry once the paper is accepted / assigned a DOI] | |
| ``` |