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://preview.aclanthology.org/icon-24-ingestion/2024.findings-naacl.294/
- DOI:
- 10.18653/v1/2024.findings-naacl.294
- 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)
- PDF:
- https://preview.aclanthology.org/icon-24-ingestion/2024.findings-naacl.294.pdf