Author

Sekwon Oh

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Preprint Aug 2026

Cautious Context Steering for Language Model Personalization

Cautious Context Steering (CCS), which adds a lightweight adapter to a frozen backbone LM to decide at each token whether and how strongly user context should affect generation, demonstrating robust generalization to new users and domains.

Gihoon Kim, Jeyoung Lee, S. Woo et al. · 0 citations