A Survey of Hallucination in Large Foundation Models

12 September 2023

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

50 / 233 papers shown

Title
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Anji Liu Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 80 47 0 08 Mar 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh Soyeon Kim Junseok Seo Jindong Wang Ruochen Xu Xing Xie Steven Euijong Whang 18 1 0 08 Mar 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM Jielin Qiu Andrea Madotto Zhaojiang Lin Paul A. Crook Y. Xu Xin Luna Dong Christos Faloutsos Lei Li Babak Damavandi Seungwhan Moon 18 8 0 07 Mar 2024
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem Yuhong Sun Zhangyue Yin Qipeng Guo Jiawen Wu Xipeng Qiu Hui Zhao 31 12 0 06 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 37 7 0 29 Feb 2024
Visual Hallucinations of Multi-modal Large Language Models Wen Huang Hongbin Liu Minxin Guo Neil Zhenqiang Gong MLLM VLM 19 24 0 22 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 14 25 0 21 Feb 2024
Uncertainty Quantification for In-Context Learning of Large Language Models Chen Ling Xujiang Zhao Xuchao Zhang Wei Cheng Yanchi Liu ... Katsushi Matsuda Jie Ji Guangji Bai Liang Zhao Haifeng Chen 18 12 0 15 Feb 2024
Understanding the Effects of Iterative Prompting on Truthfulness Satyapriya Krishna Chirag Agarwal Himabindu Lakkaraju HILM 9 8 0 09 Feb 2024
An Interactive Agent Foundation Model Zane Durante Bidipta Sarkar Ran Gong Rohan Taori Yusuke Noda ... Katsushi Ikeuchi Fei-Fei Li Jianfeng Gao Naoki Wake Qiuyuan Huang LM&Ro AI4CE LLMAG 80 14 0 08 Feb 2024
Unified Hallucination Detection for Multimodal Large Language Models Xiang Chen Chenxi Wang Yida Xue Ningyu Zhang Xiaoyan Yang Qian Li Yue Shen Lei Liang Jinjie Gu Huajun Chen HILM 15 38 0 05 Feb 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin Yifan Zhang Wei Chen Kexin Zhang Yuxuan Liang Bin Yang Jindong Wang Shirui Pan Qingsong Wen AI4TS 21 16 0 05 Feb 2024
Factuality of Large Language Models in the Year 2024 Yuxia Wang Minghan Wang Muhammad Arslan Manzoor Fei Liu Georgi Georgiev Rocktim Jyoti Das Preslav Nakov LRM HILM 22 20 0 04 Feb 2024
Machine Unlearning in Large Language Models Kongyang Chen Zixin Wang Bing Mi Waixi Liu Shaowei Wang Xiaojun Ren Jiaxing Shen MU 10 10 0 03 Feb 2024
A Survey on Large Language Model Hallucination via a Creativity Perspective Xuhui Jiang Yuxing Tian Fengrui Hua Chengjin Xu Yuanzhuo Wang Jian Guo LRM 11 22 0 02 Feb 2024
PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models Sihao Hu Tiansheng Huang Ling Liu LM&Ro LLMAG 11 8 0 02 Feb 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks Wenyue Hua Jiang Guo Mingwen Dong He Zhu Patrick K. L. Ng Zhiguo Wang KELM 41 17 0 31 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 14 0 30 Jan 2024
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems Shengzhe Xu Christo Kurisummoottil Thomas Omar Hashash Nikhil Muralidhar Walid Saad Naren Ramakrishnan 13 9 0 30 Jan 2024
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning Guoxin Chen Kexin Tang Chao Yang Fuying Ye Yu Qiao Yiming Qian LRM 6 1 0 24 Jan 2024
Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models Li Sun Liuan Wang Jun Sun Takayuki Okatani MLLM 11 0 0 18 Jan 2024
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 17 24 0 15 Jan 2024
AntEval: Evaluation of Social Interaction Competencies in LLM-Driven Agents Yuanzhi Liang Linchao Zhu Yi Yang LLMAG 8 0 0 12 Jan 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Lopez Damien Kamalika Das Bradley Malin Kumar Sricharan 9 2 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 15 20 0 04 Jan 2024
CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation Quan Tu Shilong Fan Zihang Tian Rui Yan 67 58 0 02 Jan 2024
From Prompt Engineering to Prompt Science With Human in the Loop Chirag Shah 18 9 0 01 Jan 2024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models Cheng Niu Yuanhao Wu Juno Zhu Siliang Xu Kashun Shum Randy Zhong Juntong Song Tong Zhang HILM 14 85 0 31 Dec 2023
Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities Alaa Saleh Roberto Morabito Sasu Tarkoma Susanna Pirttikangas Lauri Lovén 45 3 0 22 Dec 2023
Agent-based Learning of Materials Datasets from Scientific Literature Mehrad Ansari S. M. Moosavi AI4CE 9 4 0 18 Dec 2023
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 17 1 0 16 Dec 2023
ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs) Tosin P. Adewumi Lama Alkhaled Claudia Buck Sergio Hernandez Saga Brilioth M. Kekung Yelvin Ragimov Elisa Barney 14 8 0 15 Dec 2023
RJUA-QA: A Comprehensive QA Dataset for Urology Shiwei Lyu Chenfei Chi Hongbo Cai Lei Shi Xiaoyan Yang ... Xiaowei Ma Yue Shen Jinjie Gu Wei Xue Yiran Huang LM&MA 13 3 0 15 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 11 130 0 12 Dec 2023
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models Navapat Nananukul M. Kejriwal HILM 19 3 0 08 Dec 2023
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 24 26 0 07 Dec 2023
Physics simulation capabilities of LLMs M. Ali-Dib Kristen Menou ELM AI4CE 11 0 0 04 Dec 2023
D-Bot: Database Diagnosis System using Large Language Models Xuanhe Zhou Guoliang Li Zhaoyan Sun Zhiyuan Liu Weize Chen Jianming Wu Jiesi Liu Ruohang Feng Guoyang Zeng LLMAG 46 13 0 03 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 74 27 0 28 Nov 2023
Mitigating Hallucination in Visual Language Models with Visual Supervision Zhiyang Chen Yousong Zhu Yufei Zhan Zhaowen Li Chaoyang Zhao Jinqiao Wang Ming Tang VLM MLLM 29 27 0 27 Nov 2023
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation Xun Liang Shichao Song Simin Niu Zhiyu Li Feiyu Xiong ... Zhaohui Wy Dawei He Peng Cheng Zhonghao Wang Haiying Deng HILM 19 17 0 26 Nov 2023
LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge Gongwei Chen Leyang Shen Rui Shao Xiang Deng Liqiang Nie VLM MLLM 40 38 0 20 Nov 2023
Control in Hybrid Chatbots Thomas Rudel Jochen L. Leidner 21 0 0 20 Nov 2023
Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge Genglin Liu Xingyao Wang Lifan Yuan Yangyi Chen Hao Peng 19 15 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring Yuhang Li Yihan Wang Zhouxing Shi Cho-Jui Hsieh WaLM 8 7 0 16 Nov 2023
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge Yi Liu Lianzhe Huang Shicheng Li Sishuo Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun RALM 57 32 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 21 24 0 14 Nov 2023
Hallucination Augmented Recitations for Language Models Abdullatif Köksal Renat Aksitov Chung-Ching Chang HILM 24 5 0 13 Nov 2023
Large Language Models are Zero Shot Hypothesis Proposers Biqing Qi Kaiyan Zhang Haoxiang Li Kai Tian Sihang Zeng Zhang-Ren Chen Bowen Zhou 11 27 0 10 Nov 2023