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

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

22 February 2025
Yuji Zhang
Sha Li
Cheng Qian
Jiateng Liu
Pengfei Yu
Chi Han
Yi R. Fung
Kathleen McKeown
ChengXiang Zhai
Manling Li
Heng Ji
ArXiv (abs)PDFHTML

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

3 / 3 papers shown
Title
RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection
RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection
Yiming Huang
Junyan Zhang
Zihao Wang
Biquan Bie
Xuming Hu
Yi R.
Fung
Xinlei He
135
0
0
21 May 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
Cheng Qian
Hongyi Du
Hongru Wang
Xiusi Chen
Yuji Zhang
Avirup Sil
Chengxiang Zhai
Kathleen McKeown
Heng Ji
LLMAG
78
2
0
21 May 2025
A Survey on the Honesty of Large Language Models
A Survey on the Honesty of Large Language Models
Siheng Li
Cheng Yang
Taiqiang Wu
Chufan Shi
Yuji Zhang
...
Jie Zhou
Yujiu Yang
Ngai Wong
Xixin Wu
Wai Lam
HILM
108
6
0
27 Sep 2024
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