Cheng-Yu Xie

ACTR: Aligning Thoughts and Responses for Multilingual Safety in Reasoning LLMs

This work proposes aligning cross-lingual thoughts and responses (ACTR), a framework that improves multilingual safety alignment by strengthening the use of existing safety reasoning, and devise neuron-selective consistency optimization (NSCO), which uses a frozen judge model to reward agreement between the safety cate...