AAAI 2026technical0 citations

InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration

Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang

Abstract

Hallucination remains a critical challenge in large language models (LLMs), hindering the development of reliable multimodal LLMs (MLLMs). However, existing solutions often rely on human intervention or underutilize the agent

BibTeX
@inproceedings{aaai2026_inexhallucinatio,
  title = {InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration},
  author = {Zhongyu Yang and Yingfang Yuan and Xuanming Jiang and Baoyi An and Wei Pang},
  booktitle = {AAAI 2026},
  year = {2026}
}