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. Findings of the Association for Computational Linguistics: ACL 2025. 2025.

DOI: 10.18653/v1/2025.findings-acl.1199

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: W4412944685

FWCI: 6.353

Cites:

Cited by: 6

Related to: 10