Work

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination

Year: 2025

Type: conference-paper

Abstract: Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji. Proceedings of the Eighth Fact Extraction and VERification Workshop (FEVER). 2025.

DOI: 10.18653/v1/2025.fever-1.10

Authors: Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji

Institutions: University of Illinois Urbana-Champaign, Columbia University, Northwestern University, Stanford University

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Funders: National Science Foundation, U.S. Department of Education, Defense Advanced Research Projects Agency, Institute of Education Sciences

Awards: AI Institute for Inclusive Intelligent Technologies for Education (INVITE), G2464345056, G3904442369, AI Institute for Transforming Education for Children with Speech and Language Processing Challenges, G5942125552, G7559374616, G962119475

OpenAlex ID: W4412889015

FWCI: 7.16

Cites:

Cited by: 7

Related to: 10