Enhancing LLM-based Autonomous Driving with Modular Traffic Light and Sign Recognition. - Fabian Schmidt; Noushiq Mohammed Kayilan Abdul Nazar; Markus Enzweiler; Abhinav Valada (CoRR, 2025)