From Fixed Keys to Readable Schemas: Small Language Models for Vehicle Agent Function Calls

Hamed Jafarzadeh Asl, Yuanhao Yu, Vahid Partovi Nia

In-vehicle assistants must translate natural-language requests into accurate vehicle function calls under strict memory and latency constraints, making small language models (SLMs)…