Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks

30 June 2023

Papers citing "Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks"

8 / 8 papers shown

Title
Exploring the generalization of LLM truth directions on conversational formats Timour Ichmoukhamedov David Martens 21 0 0 14 May 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 102 0 0 24 Feb 2025
Prompt-Guided Internal States for Hallucination Detection of Large Language Models Fujie Zhang Peiqi Yu Biao Yi Baolei Zhang Tong Li Zheli Liu HILM LRM 60 0 0 07 Nov 2024
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Hadas Orgad Michael Toker Zorik Gekhman Roi Reichart Idan Szpektor Hadas Kotek Yonatan Belinkov HILM AIFin 61 32 0 03 Oct 2024
Does ChatGPT Have a Mind? Simon Goldstein B. Levinstein AI4MH LRM 42 5 0 27 Jun 2024
Standards for Belief Representations in LLMs Daniel A. Herrmann B. Levinstein 49 9 0 31 May 2024
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 220 307 0 26 Apr 2023
Truthful AI: Developing and governing AI that does not lie Owain Evans Owen Cotton-Barratt Lukas Finnveden Adam Bales Avital Balwit Peter Wills Luca Righetti William Saunders HILM 238 111 0 13 Oct 2021