Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

21 November 2024

Javier Ferrando

Senthooran Rajamanoharan

Papers citing "Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models"

9 / 9 papers shown

Title
Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders Boyi Deng Yu Wan Yidan Zhang Baosong Yang Fuli Feng 34 0 0 08 May 2025
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models Ziwen Xu Shuxun Wang Kewei Xu Haoming Xu Mengru Wang Xinle Deng Yunzhi Yao Guozhou Zheng H. Chen Ningyu Zhang KELM LLMSV 69 0 0 21 Apr 2025
The Geometry of Self-Verification in a Task-Specific Reasoning Model Andrew Lee Lihao Sun Chris Wendler Fernanda Viégas Martin Wattenberg LRM 29 0 0 19 Apr 2025
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Elahe Khatibi Ziyu Wang Amir M. Rahmani 43 0 0 17 Apr 2025
Page Classification for Print Imaging Pipeline Shaoyuan Xu Cheng Lu Mark Shaw Peter Bauer J. Allebach VLM 35 1 0 03 Apr 2025
The Illusionist's Prompt: Exposing the Factual Vulnerabilities of Large Language Models with Linguistic Nuances Yining Wang Y. Wang Xi Li Mi Zhang Geng Hong Min Yang AAML HILM 60 0 0 01 Apr 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 46 1 0 18 Mar 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 100 0 0 24 Feb 2025
SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models Z. He Haiyan Zhao Yiran Qiao Fan Yang Ali Payani Jing Ma Mengnan Du LLMSV 66 2 0 17 Feb 2025