Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation

8 June 2024

Papers citing "Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation"

7 / 7 papers shown

Title
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 56 0 0 20 Feb 2025
From No to Know: Taxonomy, Challenges, and Opportunities for Negation Understanding in Multimodal Foundation Models Mayank Vatsa Aparna Bharati S. Mittal Richa Singh 53 0 0 10 Feb 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation Xiaonan Jing Srinivas Billa Danny Godbout HILM 33 0 0 16 Oct 2024
Towards Understanding Sycophancy in Language Models Mrinank Sharma Meg Tong Tomasz Korbak D. Duvenaud Amanda Askell ... Oliver Rausch Nicholas Schiefer Da Yan Miranda Zhang Ethan Perez 209 178 0 20 Oct 2023
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 74 64 0 26 Sep 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 170 144 0 30 Aug 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 209 140 0 18 Apr 2021