4 papers
AI-AI co-creation outperforms human pairs in creative tasks
Yingyue Luna Luan, Luning Sun, Yeun Joon Kim +2
Prior research often finds that AI creativity is limited: single systems rarely outperform humans, and human-AI collaboration does not exceed human output. We argue these conclusio…
On Emotion-Sensitive Decision Making of Small Language Model Agents
Jiaju Lin, Xingjian Du, Qingyun Wu +2
Small language models (SLM) are increasingly used as interactive decision-making agents, yet most decision-oriented evaluations ignore emotion as a causal factor influencing behavi…
Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies
Hanzhong Zhang, Siyang Song, Jindong Wang
While large language models simulate social behaviors, their capacity for stable stance formation and identity negotiation during complex interventions remains unclear. To overcome…
Computational Multi-Agents Society Experiments: Social Modeling Framework Based on Generative Agents
Hanzhong Zhang, Muhua Huang, Jindong Wang
This paper introduces CMASE, a framework for Computational Multi-Agent Society Experiments that integrates generative agent-based modeling with virtual ethnographic methods to supp…