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"

5 / 5 papers shown

Title
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations Nick Jiang Anish Kachinthaya Suzie Petryk Yossi Gandelsman VLM 34 16 0 03 Oct 2024
The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets Samuel Marks Max Tegmark HILM 102 173 0 10 Oct 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 218 301 0 26 Apr 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark Gales HILM LRM 152 396 0 15 Mar 2023
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 188 879 0 21 Oct 2021