Can Activation Steering Capture Multidimensional Authorship Style?
Aspect-Aware Activation Steering (A3S) improves authorship style transfer where it is genuinely multi-aspect, outperforms a trained baseline in preference evaluations on out-of-domain benchmarks, and keeps target-exemplar overlap consistently low.
Hieu Tran, Calvin Bao, Marine Carpuat
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