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Peer-reviewedCC BYEntropy (Basel, Switzerland)

Fine-Tuning Shifts Form Before Competence: Treatment-Correlated Style Drift Confounds Surface-Form Evaluation of Adapter Specialization

  • Othmane Benyoucef1
  • Latifa Dekhici1
  1. 1Computer Science Department, University of Sciences and Technology of Oran Mohamed-Boudiaf, Oran 31000, Algeria
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Cite

BibTeXRIS
BibTeX
@article{benyoucef2026finetuning,
  title = {{Fine-Tuning Shifts Form Before Competence: Treatment-Correlated Style Drift Confounds Surface-Form Evaluation of Adapter Specialization}},
  author = {Othmane Benyoucef and Latifa Dekhici},
  journal = {Entropy (Basel, Switzerland)},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13702938},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Fine-Tuning Shifts Form Before Competence: Treatment-Correlated Style Drift Confounds Surface-Form Evaluation of Adapter Specialization
AU  - Othmane Benyoucef
AU  - Latifa Dekhici
PY  - 2026
DA  - 2026/10/01
JO  - Entropy (Basel, Switzerland)
UR  - https://europepmc.org/article/PMC/PMC13702938
SN  - 1099-4300
ER  -