From Talking Words to Sharing Thoughts: Scalable Multi-LLM Aggregation via Structured Message Passing

Niloufar Mehrabi, Sayed Pedram Haeri Boroujeni, Abolfazl Razi

The emergence of specialized, domain-tuned Large Language Models (LLMs) has demonstrated that smaller models can achieve expert-level performance in specific tasks, while strugglin…