FLEEK: Factual Error Detection and Correction with Evidence Retrieved
from External Knowledge

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge

26 October 2023

Farima Fatahi Bayat

Kun Qian

Samira Khorshidi

Papers citing "FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge"

16 / 16 papers shown

Title
UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge Youna Kim Hyuhng Joon Kim Minjoon Choi Hyuhng Joon Kim Sang-goo Lee Sang-goo Lee Taeuk Kim KELM 61 0 0 19 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 73 8 0 21 Jan 2025
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 45 1 0 08 Nov 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion Xinping Zhao Jindi Yu Zhenyu Liu Jifang Wang Dongfang Li Yibin Chen Baotian Hu Min Zhang HILM 33 0 0 14 Oct 2024
VERITAS-NLI : Validation and Extraction of Reliable Information Through Automated Scraping and Natural Language Inference Arjun Shah Hetansh Shah Vedica Bafna Charmi Khandor Sindhu Nair 24 0 0 12 Oct 2024
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling Xinyue Fang Zhen Huang Zhiliang Tian Minghui Fang Ziyi Pan Quntian Fang Zhihua Wen Hengyue Pan Dongsheng Li HILM 93 2 0 17 Sep 2024
Learning to Refine with Fine-Grained Natural Language Feedback Manya Wadhwa Xinyu Zhao Junyi Jessy Li Greg Durrett 37 12 0 02 Jul 2024
Mitigating Large Language Model Hallucination with Faithful Finetuning Minda Hu Bowei He Yufei Wang Liangyou Li Chen Ma Irwin King HILM 46 7 0 17 Jun 2024
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval Mengjia Niu Hao Li Jie Shi Hamed Haddadi Fan Mo HILM 51 10 0 10 May 2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression Farima Fatahi Bayat Xin Liu H. V. Jagadish Lu Wang HILM KELM 33 3 0 01 May 2024
FACTOID: FACtual enTailment fOr hallucInation Detection Vipula Rawte S. M. Towhidul Krishnav Rajbangshi Shravani Nag Aman Chadha Amit P. Sheth Amitava Das HILM 45 3 0 28 Mar 2024
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation Keyang Xuan Li Yi Fan Yang Ruochen Wu Yi R. Fung Chenhui Xu 48 11 0 19 Feb 2024
EntGPT: Linking Generative Large Language Models with Knowledge Bases Yifan Ding Amrit Poudel Qingkai Zeng Tim Weninger Balaji Veeramani Sanmitra Bhattacharya ReLM KELM LRM 46 4 0 09 Feb 2024
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 63 27 0 02 Feb 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models Miaoran Li Baolin Peng Michel Galley Jianfeng Gao Zhu Zhang LRM HILM KELM 37 28 0 24 May 2023
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 185 165 0 09 Sep 2019