A token-level, training-free steering framework that improves LLM personalized co-writing by mixing the base model's posterior with a kernel-density estimate from a small user dataset.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Training-Free Token-Level Steering for LLM Personalized Co-Writing
A token-level, training-free steering framework that improves LLM personalized co-writing by mixing the base model's posterior with a kernel-density estimate from a small user dataset.