Truth is Universal: Robust Detection of Lies in LLMs

Truth is Universal: Robust Detection of Lies in LLMs

3 July 2024

Lennart Bürger

Papers citing "Truth is Universal: Robust Detection of Lies in LLMs"

10 / 10 papers shown

Title
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 95 0 0 07 Nov 2024
LLMScan: Causal Scan for LLM Misbehavior Detection Mengdi Zhang Kai Kiat Goh Peixin Zhang Jun Sun Rose Lin Xin Hongyu Zhang 114 0 0 22 Oct 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 92 42 0 03 Oct 2024
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models Daking Rai Yilun Zhou Shi Feng Abulhair Saparov Ziyu Yao 136 31 0 02 Jul 2024
Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant Olli Järviniemi Evan Hubinger 58 13 0 25 Apr 2024
Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks B. Levinstein Daniel A. Herrmann 43 59 0 30 Jun 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 986 14,179 0 15 Mar 2023
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 115 363 0 07 Dec 2022
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 166 363 0 21 Sep 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 192 1,330 0 10 Feb 2022

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