Do LLMs Know about Hallucination? An Empirical Investigation of LLM's
Hidden States

Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States

15 February 2024

Yi Yang

Papers citing "Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States"

6 / 6 papers shown

Title
Do LLMs "know" internally when they follow instructions? Juyeon Heo Christina Heinze-Deml Oussama Elachqar Shirley Ren Udhay Nallasamy Andy Miller Kwan Ho Ryan Chan Jaya Narain 46 3 0 18 Oct 2024
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Yiming Wang Pei Zhang Baosong Yang Derek F. Wong Rui-cang Wang LRM 40 4 0 17 Oct 2024
When Context Leads but Parametric Memory Follows in Large Language Models Yufei Tao Adam Hiatt Erik Haake Antonie J. Jetter Ameeta Agrawal KELM 35 0 0 13 Sep 2024
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 189 261 0 28 Apr 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 216 298 0 26 Apr 2023
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 233 2,232 0 22 Mar 2023