DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

24 October 2024

Papers citing "DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations"

3 / 3 papers shown

Title
Steering off Course: Reliability Challenges in Steering Language Models Patrick Queiroz Da Silva Hari Sethuraman Dheeraj Rajagopal Hannaneh Hajishirzi Sachin Kumar LLMSV 37 1 0 06 Apr 2025
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering Alexander Murphy Mohd Sanad Zaki Rizvi Aden Haussmann Ping Nie Guifu Liu Aryo Pradipta Gema Pasquale Minervini 52 0 0 30 Mar 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models Xinyan Jiang Hang Ye Yongxin Zhu Xiaoying Zheng Zikang Chen Jun Gong 49 0 0 17 Mar 2025