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Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion
  Contrastive Decoding with Truthfulness Refocused

Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused

16 August 2024
Dingwei Chen
Feiteng Fang
Shiwen Ni
Feng Liang
Ruifeng Xu
Min Yang
Chengming Li
    HILM
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Papers citing "Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused"

3 / 3 papers shown
Title
Steering off Course: Reliability Challenges in Steering Language Models
Steering off Course: Reliability Challenges in Steering Language Models
Patrick Queiroz Da Silva
Hari Sethuraman
Dheeraj Rajagopal
Hannaneh Hajishirzi
Sachin Kumar
LLMSV
29
1
0
06 Apr 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
Xinyan Jiang
Hang Ye
Yongxin Zhu
Xiaoying Zheng
Zikang Chen
Jun Gong
49
0
0
17 Mar 2025
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
333
11,953
0
04 Mar 2022
1