---
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

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[Add full BibTeX entry once the paper is accepted / assigned a DOI]
```