Predicting Steering Vectors and Adapter Weights for Few-Shot Author-Style Transfer

arXiv:2610.03163 · cs.CL, cs.AI · Submitted 2026-10-02 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-02

Updated: 2026-10-02

Comments: W-NUT Workshop @ EMNLP 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Steering — 1× in this paper · explained in 2 episodes

Sources

• HyperNetworks
• gpt-oss-120b & gpt-oss-20b Model Card
• Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?
• Qwen3 Technical Report
• Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

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