Safe Inference-Time Alignment via Lagrangian Reward Augmentation.

arXiv:2607.02781v2 Announce Type: replace-cross Abstract: Inference-time alignment steers a frozen language model during decoding using auxiliary reward signals, avoiding the cost of repeated weight updates. However, existing inference-time alignment methods t