A Survey of Hallucination in Large Foundation Models

12 September 2023

Papers citing "A Survey of Hallucination in Large Foundation Models"

33 / 233 papers shown

Title
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 10 34 0 10 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 19 684 0 09 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 20 102 0 09 Nov 2023
A Survey of Large Language Models Attribution Dongfang Li Zetian Sun Xinshuo Hu Zhenyu Liu Ziyang Chen Baotian Hu Aiguo Wu Min Zhang HILM 8 49 0 07 Nov 2023
Graph Agent: Explicit Reasoning Agent for Graphs Qinyong Wang Zhenxiang Gao Rong Xu AI4CE 21 5 0 25 Oct 2023
ZzzGPT: An Interactive GPT Approach to Enhance Sleep Quality Yonchanok Khaokaew Kaixin Ji Thuc Hanh Nguyen H. Kegalle Marwah Alaofi Hao Xue Flora D. Salim 6 0 0 24 Oct 2023
Hallucination Detection for Grounded Instruction Generation Lingjun Zhao Khanh Nguyen Hal Daumé HILM 12 4 0 23 Oct 2023
NuclearQA: A Human-Made Benchmark for Language Models for the Nuclear Domain Anurag Acharya Sai Munikoti Aaron Hellinger Sara Smith S. Wagle Sameera Horawalavithana ELM 17 3 0 17 Oct 2023
SAI: Solving AI Tasks with Systematic Artificial Intelligence in Communication Network Lei Yao Yong Zhang Zilong Yan Jialu Tian 14 3 0 13 Oct 2023
A Case-Based Persistent Memory for a Large Language Model Ian Watson LLMAG 6 1 0 13 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 26 170 0 11 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 29 42 0 11 Oct 2023
CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent Yiren Liu Si Chen Haocong Cheng Mengxia Yu Xiao Ran Andrew Mo Yiliu Tang Yun Huang LLMAG 20 44 0 09 Oct 2023
MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling Taewan Kim Seolyeong Bae Hyun Ah Kim Su-Woo Lee Hwajung Hong Chanmo Yang Young-Ho Kim AI4MH 11 59 0 08 Oct 2023
Probing Large Language Models from A Human Behavioral Perspective Xintong Wang Xiaoyu Li Xingshan Li Chris Biemann 38 0 0 08 Oct 2023
Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations Deren Lei Yaxi Li Mengya Hu Mingyu Wang Vincent Yun Emily Ching Eslam Kamal HILM LRM 16 39 0 06 Oct 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang Xin Xu Ningyu Zhang Ruibo Liu Bryan Hooi Shumin Deng LLMAG 16 1 0 03 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 22 1 0 30 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 17 44 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 18 144 0 25 Sep 2023
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles Adaku Uchendu Thai Le Dongwon Lee DeLMO 17 3 0 22 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou M. Zhang 27 4 0 19 Sep 2023
PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis Dylan Zhang Xuchao Zhang Chetan Bansal P. Las-Casas Rodrigo Fonseca Saravan Rajmohan 30 1 0 11 Sep 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 14 36 0 24 Aug 2023
WavJourney: Compositional Audio Creation with Large Language Models Xubo Liu Zhongkai Zhu Haohe Liu Yiitan Yuan Meng Cui ... Jinhua Liang Yin Cao Qiuqiang Kong Mark D. Plumbley Wenwu Wang AuLLM 13 25 0 26 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 43 1,464 0 06 Jul 2023
PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts Kaijie Zhu Jindong Wang Jiaheng Zhou Zichen Wang Hao Chen ... Linyi Yang Weirong Ye Yue Zhang Neil Zhenqiang Gong Xingxu Xie SILM 15 146 0 07 Jun 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 75 246 0 22 May 2023
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes Sumith Kulal Tim Brooks A. Aiken Jiajun Wu Jimei Yang Jingwan Lu Alexei A. Efros Krishna Kumar Singh DiffM 31 41 0 27 Apr 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 210 297 0 26 Apr 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 145 386 0 15 Mar 2023
Models See Hallucinations: Evaluating the Factuality in Video Captioning Hui Liu Xiaojun Wan HILM 16 10 0 06 Mar 2023
Domain-Agnostic Molecular Generation with Chemical Feedback Yin Fang Ningyu Zhang Zhuo Chen Lingbing Guo Xiaohui Fan Huajun Chen 20 11 0 26 Jan 2023