PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics

Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz


Anthology ID:
2024.findings-naacl.294
Volume:
Findings of the Association for Computational Linguistics: NAACL 2024
Month:
June
Year:
2024
Address:
Mexico City, Mexico
Editors:
Kevin Duh, Helena Gomez, Steven Bethard
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
4737–4751
Language:
URL:
https://aclanthology.org/2024.findings-naacl.294
DOI:
10.18653/v1/2024.findings-naacl.294
Bibkey:
Cite (ACL):
Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, and Mario Fritz. 2024. PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. In Findings of the Association for Computational Linguistics: NAACL 2024, pages 4737–4751, Mexico City, Mexico. Association for Computational Linguistics.
Cite (Informal):
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics (Zhu et al., Findings 2024)
Copy Citation:
PDF:
https://aclanthology.org/2024.findings-naacl.294.pdf