Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?
This work proposes Creative-MAD, which introduces two synergistic interventions to sustain agent divergence, and significantly enhances both lexical and semantic diversity while maintaining MAD's output quality.