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Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing
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Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing

Raoyuan Zhao
Abdullatif Köksal
Ali Modarressi
Michael A. Hedderich
Hinrich Schutze
ArXiv (abs)PDFHTML

Papers citing "Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing"

4 / 4 papers shown
Title
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
Xinpeng Wang
Chengzhi Hu
Paul Röttger
Barbara Plank
147
11
0
04 Oct 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback
Teaching LLMs to Abstain across Languages via Multilingual Feedback
Shangbin Feng
Weijia Shi
Yike Wang
Wenxuan Ding
Orevaoghene Ahia
Shuyue Stella Li
Vidhisha Balachandran
Sunayana Sitaram
Yulia Tsvetkov
161
8
0
22 Jun 2024
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering
Federico Errica
G. Siracusano
D. Sanvito
Roberto Bifulco
153
26
0
18 Jun 2024
Knowledge Circuits in Pretrained Transformers
Knowledge Circuits in Pretrained Transformers
Yunzhi Yao
Ningyu Zhang
Zekun Xi
Meng Wang
Ziwen Xu
Shumin Deng
Huajun Chen
KELM
180
25
0
28 May 2024

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