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papersSEP 10 04:00 UTC

Research: Readable schemas improve small language model function calling for in-vehicle assistants

A new arXiv paper examines how schema design affects the ability of small language models to turn a driver's natural-language requests into accurate vehicle function calls. Because these assistants must run on-device, the authors weigh strict memory and latency limits and argue that readable schemas outperform fixed-key formats for this task.

arXiv function calling in-vehicle-assistants on-device AI schema-design small-language-models

COVERAGE · 3 REPORTS · LINKS GO TO THE ORIGINAL OUTLETS

arXiv cs.AIFrom Fixed Keys to Readable Schemas: Small Language Models for Vehicle Agent Function Calls ↗SEP 10 04:00 UTC

arXiv cs.CLFrom Fixed Keys to Readable Schemas: Small Language Models for Vehicle Agent Function Calls ↗SEP 10 04:00 UTC

arXiv cs.LGFrom Fixed Keys to Readable Schemas: Small Language Models for Vehicle Agent Function Calls ↗SEP 10 04:00 UTC