Learning to GUIDE the Group: Self-Learning LLM Facilitation Across Multi-Party Tasks.

arXiv:2610.16231v1 Announce Type: new Abstract: As large language models are increasingly adopted as multi-party communication facilitators, there is a growing demand for agents capable of balancing diverse group dynamics across contexts. However, existing LLM