TrafficAlign: Aligning Large Language Models for Traffic Scenario Generation

Zhi Tu, Liangkun Niu, Tianyi Zhang

Recent research has investigated the use of large language models (LLMs) to generate traffic scenarios for autonomous driving. However, pretrained LLMs often fail to align with rea…