LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis

27 December 2023

Papers citing "LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis"

4 / 4 papers shown

Title
The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets Samuel Marks Max Tegmark HILM 91 167 0 10 Oct 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 216 298 0 26 Apr 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 150 390 0 15 Mar 2023
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 171 870 0 21 Oct 2021