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README.md

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+---
+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]
+```