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
Defending against Indirect Prompt Injection by Instruction Detection Tongyu Wen Chenglong Wang Xiyuan Yang Haoyu Tang Yueqi Xie Lingjuan Lyu Zhicheng Dou Fangzhao Wu AAML 12 0 0 08 May 2025
A Generative-AI-Driven Claim Retrieval System Capable of Detecting and Retrieving Claims from Social Media Platforms in Multiple Languages Ivan Vykopal Martin Hyben Robert Moro Michal Gregor Jakub Simko 21 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 74 0 0 29 Apr 2025
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Yuanchang Ye Weiyan Wen VLM 51 0 0 24 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 24 0 0 23 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 49 0 0 22 Apr 2025
Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback N. Wang Bingkun Yao Jie Zhou Yuchen Hu Xi Wang Nan Guan Zhe Jiang OffRL 22 0 0 22 Apr 2025
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework Zihan Ling Zhiyao Guo Yixuan Huang Yi An Shuai Xiao Jinsong Lan Xiaoyong Zhu Bo Zheng RALM VLM 41 0 0 14 Apr 2025
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension Hao Li Liuzhenghao Lv He Cao Zijing Liu Zhiyuan Yan Yu Wang Yonghong Tian Y. Li Li Yuan 22 0 0 10 Apr 2025
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning Ruslan Idelfonso Magana Vsevolodovna Marco Monti LRM 17 1 0 10 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 34 0 0 08 Apr 2025
Towards Visual Text Grounding of Multimodal Large Language Model Ming Li Ruiyi Zhang Jian Chen Jiuxiang Gu Yufan Zhou Franck Dernoncourt Wanrong Zhu Tianyi Zhou Tong Sun 23 2 0 07 Apr 2025
ArxivBench: Can LLMs Assist Researchers in Conducting Research? Ning Li Jingran Zhang Justin Cui 14 0 0 06 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation Liangbo Ning Wenqi Fan Qing Li AAML 33 1 0 03 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 33 0 0 02 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 40 0 0 30 Mar 2025
Learning to Instruct for Visual Instruction Tuning Zhihan Zhou Feng Hong Jiaan Luo Jiangchao Yao Dongsheng Li Bo Han Y. Zhang Yanfeng Wang VLM 59 0 0 28 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 37 0 0 22 Mar 2025
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey Xiaoou Liu Tiejin Chen Longchao Da Chacha Chen Zhen Lin Hua Wei HILM 59 3 0 20 Mar 2025
Neutralizing Bias in LLM Reasoning using Entailment Graphs Liang Cheng Tianyi Li Zhaowei Wang Tianyang Liu Mark Steedman 34 0 0 14 Mar 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention Jinhao Duan Fei Kong Hao-Ran Cheng James Diffenderfer B. Kailkhura Lichao Sun Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 49 0 0 13 Mar 2025
Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models Shahnewaz Karim Sakib Anindya Bijoy Das Shibbir Ahmed AAML 47 1 0 12 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Saeed Mian EGVM 59 2 0 11 Mar 2025
AI-Facilitated Collective Judgements Manon Revel Théophile Pénigaud 45 0 0 06 Mar 2025
TPC: Cross-Temporal Prediction Connection for Vision-Language Model Hallucination Reduction Chao Wang Weiwei Fu Yang Zhou MLLM VLM 60 0 0 06 Mar 2025
Unlocking a New Rust Programming Experience: Fast and Slow Thinking with LLMs to Conquer Undefined Behaviors Renshuang Jiang Pan Dong Zhenling Duan Yu Shi Xiaoxiang Fang Yan Ding Jun Ma Shuai Zhao Zhe Jiang 33 0 0 04 Mar 2025
BRIDO: Bringing Democratic Order to Abstractive Summarization Junhyun Lee Harshith Goka Hyeonmok Ko HILM 44 0 0 25 Feb 2025
VeriPlan: Integrating Formal Verification and LLMs into End-User Planning Christine P. Lee David J. Porfirio Xinyu Jessica Wang Kevin Zhao Bilge Mutlu 72 1 0 25 Feb 2025
Can Large Language Models Extract Customer Needs as well as Professional Analysts? Artem Timoshenko Chengfeng Mao J. Hauser ELM 50 0 0 25 Feb 2025
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis Peiran Wang Yang Liu Yunfei Lu Jue Hong Ye Wu HILM LRM 62 0 0 20 Feb 2025
Bridging the Safety Gap: A Guardrail Pipeline for Trustworthy LLM Inferences Shanshan Han Salman Avestimehr Chaoyang He 66 0 0 12 Feb 2025
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs Nicolas Boizard Kevin El Haddad C´eline Hudelot Pierre Colombo 57 14 0 28 Jan 2025
Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection Bo Yang Jiaxian Guo Yusuke Iwasawa Y. Matsuo AI4CE 29 1 0 28 Jan 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems Mohita Chowdhury Yajie Vera He Aisling Higham Ernest Lim 53 1 0 14 Jan 2025
Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training Shahrad Mohammadzadeh Juan David Guerra Marco Bonizzato Reihaneh Rabbany Golnoosh Farnadi HILM 39 0 0 08 Jan 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 62 12 0 03 Jan 2025
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning Chun-Yi Kuan Hung-yi Lee AuLLM LRM 42 1 0 03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Where am I? Cross-View Geo-localization with Natural Language Descriptions Junyan Ye Honglin Lin Leyan Ou Dairong Chen Zihao Wang Conghui He Weijia Li Weijia Li 76 0 0 22 Dec 2024
Learning to Reason via Self-Iterative Process Feedback for Small Language Models Kaiyuan Chen Jin Wang Xuejie Zhang LRM ReLM 72 0 0 11 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 94 14 0 03 Dec 2024
R-Bot: An LLM-based Query Rewrite System Zhaoyan Sun Xuanhe Zhou Guoliang Li 68 0 0 02 Dec 2024
VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding Jiaqi Wang Yifei Gao Jitao Sang MLLM 93 2 0 24 Nov 2024
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models Vipula Rawte Sarthak Jain Aarush Sinha Garv Kaushik Aman Bansal ... Aishwarya N. Reganti Vinija Jain Aman Chadha A. Sheth A. Das VLM MLLM 32 1 0 16 Nov 2024
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA Marlon Tobaben Mohamed Ali Souibgui Rubèn Pérez Tito Khanh Nguyen Raouf Kerkouche ... Josep Lladós Ernest Valveny Antti Honkela Mario Fritz Dimosthenis Karatzas FedML 21 0 0 06 Nov 2024
Diagnosing Medical Datasets with Training Dynamics Laura Wenderoth 21 0 0 03 Nov 2024
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 35 0 0 03 Nov 2024
Generative AI for Accessible and Inclusive Extended Reality Jens Grubert Junlong Chen Per Ola Kristensson 28 0 0 31 Oct 2024
A Debate-Driven Experiment on LLM Hallucinations and Accuracy Ray Li Tanishka Bagade Kevin Martinez Flora Yasmin Grant Ayala Michael Lam Kevin Zhu HILM 22 0 0 25 Oct 2024
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Aryo Pradipta Gema Chen Jin Ahmed Abdulaal Tom Diethe Philip Teare Beatrice Alex Pasquale Minervini Amrutha Saseendran 13 4 0 24 Oct 2024