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The Internal State of an LLM Knows When It's Lying

The Internal State of an LLM Knows When It's Lying

26 April 2023
A. Azaria
Tom Michael Mitchell
    HILM
ArXivPDFHTML

Papers citing "The Internal State of an LLM Knows When It's Lying"

6 / 6 papers shown
Title
Towards Long Context Hallucination Detection
Towards Long Context Hallucination Detection
Siyi Liu
Kishaloy Halder
Zheng Qi
Wei Xiao
Nikolaos Pappas
Phu Mon Htut
Neha Anna John
Yassine Benajiba
Dan Roth
HILM
36
19
0
28 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Toghrul Abbasli
Kentaroh Toyoda
Yuan Wang
Leon Witt
Muhammad Asif Ali
Yukai Miao
Dan Li
Qingsong Wei
UQCV
52
0
0
25 Apr 2025
Ragas: Automated Evaluation of Retrieval Augmented Generation
Ragas: Automated Evaluation of Retrieval Augmented Generation
ES Shahul
Jithin James
Luis Espinosa-Anke
Steven Schockaert
34
169
0
26 Sep 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
187
2,232
0
22 Mar 2023
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
270
8,441
0
04 Mar 2022
Understanding Factuality in Abstractive Summarization with FRANK: A
  Benchmark for Factuality Metrics
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics
Artidoro Pagnoni
Vidhisha Balachandran
Yulia Tsvetkov
HILM
178
265
0
27 Apr 2021
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