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Survey of Hallucination in Natural Language Generation
v1v2v3v4v5v6v7 (latest)

Survey of Hallucination in Natural Language Generation

ACM Computing Surveys (ACM CSUR), 2022
8 February 2022
Ziwei Ji
Nayeon Lee
Rita Frieske
Tiezheng Yu
D. Su
Yan Xu
Etsuko Ishii
Yejin Bang
Delong Chen
Wenliang Dai
Ho Shu Chan
Andrea Madotto
Pascale Fung
    HILMLRM
ArXiv (abs)PDFHTML

Papers citing "Survey of Hallucination in Natural Language Generation"

50 / 1,365 papers shown
When Robots Should Say "I Don't Know": Benchmarking Abstention in Embodied Question Answering
When Robots Should Say "I Don't Know": Benchmarking Abstention in Embodied Question Answering
Tao Wu
Chuhao Zhou
Guangyu Zhao
Haozhi Cao
Yewen Pu
J. Yang
279
0
0
04 Dec 2025
Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models
Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models
Manh Trong Nguyen
Sunil Gupta
Hung Tuan Le
65
0
0
04 Dec 2025
Addressing Logical Fallacies In Scientific Reasoning From Large Language Models: Towards a Dual-Inference Training Framework
Addressing Logical Fallacies In Scientific Reasoning From Large Language Models: Towards a Dual-Inference Training Framework
Peter B. Walker
Hannah Davidson
Aiden Foster
Matthew Lienert
Thomas Pardue
Dale Russell
LRMAI4CE
96
0
0
03 Dec 2025
Detecting AI Hallucinations in Finance: An Information-Theoretic Method Cuts Hallucination Rate by 92%
Detecting AI Hallucinations in Finance: An Information-Theoretic Method Cuts Hallucination Rate by 92%
Mainak Singha
HILM
273
0
0
02 Dec 2025
A Concise Review of Hallucinations in LLMs and their Mitigation
A Concise Review of Hallucinations in LLMs and their Mitigation
Parth Pulkundwar
Vivek Dhanawade
Rohit Yadav
Minal Sonkar
Medha Asurlekar
Sarita Rathod
HILM
123
0
0
02 Dec 2025
HalluGraph: Auditable Hallucination Detection for Legal RAG Systems via Knowledge Graph Alignment
HalluGraph: Auditable Hallucination Detection for Legal RAG Systems via Knowledge Graph Alignment
Valentin Noël
Elimane Yassine Seidou
Charly Ken Capo-Chichi
Ghanem Amari
HILM
146
0
0
01 Dec 2025
Latent Debate: A Surrogate Framework for Interpreting LLM Thinking
Lihu Chen
Xiang Yin
Francesca Toni
LRM
178
0
0
01 Dec 2025
ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization
ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization
Omer Jauhar Khan
LLMAG
176
0
0
29 Nov 2025
Dripper: Token-Efficient Main HTML Extraction with a Lightweight LM
Dripper: Token-Efficient Main HTML Extraction with a Lightweight LM
Mengjie Liu
Jiahui Peng
Pei Chu
Jiantao Qiu
Ren Ma
...
Zhenxiang Li
Chao Xu
Zhongying Tu
Wentao Zhang
Conghui He
205
0
0
28 Nov 2025
A Theoretical Framework for Discovering Groups and Unitary Representations via Tensor Factorization
A Theoretical Framework for Discovering Groups and Unitary Representations via Tensor Factorization
Dongsung Huh
Halyun Jeong
112
0
0
28 Nov 2025
Closed-Loop Transformers: Autoregressive Modeling as Iterative Latent Equilibrium
Closed-Loop Transformers: Autoregressive Modeling as Iterative Latent Equilibrium
Akbar Anbar Jafari
G. Anbarjafari
68
1
0
26 Nov 2025
A Systematic Analysis of Large Language Models with RAG-enabled Dynamic Prompting for Medical Error Detection and Correction
A Systematic Analysis of Large Language Models with RAG-enabled Dynamic Prompting for Medical Error Detection and Correction
Farzad Ahmed
Joniel Augustine Jerome
Meliha Yetisgen
Özlem Uzuner
137
0
0
25 Nov 2025
Large Language Model Aided Birt-Hogg-Dube Syndrome Diagnosis with Multimodal Retrieval-Augmented Generation
Large Language Model Aided Birt-Hogg-Dube Syndrome Diagnosis with Multimodal Retrieval-Augmented Generation
Haoqing Li
Jun Shi
Xianmeng Chen
Qiwei Jia
Rui Wang
Wei Wei
Hong An
X. S. Hu
149
0
0
25 Nov 2025
Addressing Situated Teaching Needs: A Multi-Agent Framework for Automated Slide Adaptation
Addressing Situated Teaching Needs: A Multi-Agent Framework for Automated Slide Adaptation
Binglin Liu
Yucheng Wang
Zheyuan Zhang
Jiyuan Lu
Shen Yang
Daniel Zhang-Li
Yisi Zhan
Jifan Yu
111
0
0
24 Nov 2025
Extracting Disaster Impacts and Impact Related Locations in Social Media Posts Using Large Language Models
Extracting Disaster Impacts and Impact Related Locations in Social Media Posts Using Large Language Models
Sameeah Noreen Hameed
Surangika Ranathunga
Raj Prasanna
Kristin Stock
Christopher B. Jones
86
0
0
24 Nov 2025
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
Jiaye Qian
Ge Zheng
Yuchen Zhu
Sibei Yang
MLLM
290
1
0
21 Nov 2025
Scaling Open-Weight Large Language Models for Hydropower Regulatory Information Extraction: A Systematic Analysis
Scaling Open-Weight Large Language Models for Hydropower Regulatory Information Extraction: A Systematic Analysis
Hong-Jun Yoon
Faisal Ashraf
Thomas A. Ruggles
Debjani Singh
ELM
149
0
0
14 Nov 2025
Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models
Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models
Zhengtao Zou
Ya Gao
Jiarui Guan
Bin Li
Pekka Marttinen
139
0
0
13 Nov 2025
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
Songze Li
Zhiqiang Liu
Zhaoyan Gong
Xiaoke Guo
Zhengke Gui
H. Chen
Wen Zhang
LRM
230
0
0
11 Nov 2025
Prudential Reliability of Large Language Models in Reinsurance: Governance, Assurance, and Capital Efficiency
Prudential Reliability of Large Language Models in Reinsurance: Governance, Assurance, and Capital Efficiency
Stella C. Dong
54
0
0
11 Nov 2025
Majority Rules: LLM Ensemble is a Winning Approach for Content Categorization
Ariel Kamen
Yakov Kamen
71
0
0
11 Nov 2025
When Bias Pretends to Be Truth: How Spurious Correlations Undermine Hallucination Detection in LLMs
When Bias Pretends to Be Truth: How Spurious Correlations Undermine Hallucination Detection in LLMs
Shaowen Wang
Yiqi Dong
Ruinian Chang
Tansheng Zhu
Yuebo Sun
Kaifeng Lyu
Jian Li
HILM
320
0
0
10 Nov 2025
Place Matters: Comparing LLM Hallucination Rates for Place-Based Legal Queries
Place Matters: Comparing LLM Hallucination Rates for Place-Based Legal Queries
Damian Curran
Vanessa Sporne
Lea Frermann
Jeannie Paterson
AILawELM
371
0
0
10 Nov 2025
Stemming Hallucination in Language Models Using a Licensing Oracle
Stemming Hallucination in Language Models Using a Licensing Oracle
Simeon Emanuilov
Richard Ackermann
HILM
175
0
0
08 Nov 2025
Catching Contamination Before Generation: Spectral Kill Switches for Agents
Catching Contamination Before Generation: Spectral Kill Switches for Agents
Valentin Noël
117
0
0
08 Nov 2025
AI-assisted workflow enables rapid, high-fidelity breast cancer clinical trial eligibility prescreening
AI-assisted workflow enables rapid, high-fidelity breast cancer clinical trial eligibility prescreening
Jacob Rosenthal
Emma Hahesy
Sulov Chalise
Menglei Zhu
M. Sabuncu
Lior Z. Braunstein
Anyi Li
123
0
0
07 Nov 2025
A Toolbox for Improving Evolutionary Prompt Search
A Toolbox for Improving Evolutionary Prompt Search
Daniel Grießhaber
Maximilian Kimmich
J. Maucher
Ngoc Thang Vu
223
0
0
07 Nov 2025
Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains
Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains
Mohammed Musthafa Rafi
Adarsh Krishnamurthy
Aditya Balu
125
0
0
06 Nov 2025
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
Yu Feng
Nathaniel Weir
Kaj Bostrom
Sam Bayless
Darion Cassel
Sapana Chaudhary
Benjamin Kiesl-Reiter
Huzefa Rangwala
LRM
240
0
0
06 Nov 2025
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation ExtractionExtended Semantic Web Conference (ESWC), 2025
Ringwald Celian
Gandon Fabien
Faron Catherine
Michel Franck
Abi Akl Hanna
119
1
0
05 Nov 2025
GRAD: Graph-Retrieved Adaptive Decoding for Hallucination Mitigation
GRAD: Graph-Retrieved Adaptive Decoding for Hallucination Mitigation
Manh Trong Nguyen
Sunil R. Gupta
Dai Do
Hung Le
157
0
0
05 Nov 2025
Automatic Minds: Cognitive Parallels Between Hypnotic States and Large Language Model Processing
Automatic Minds: Cognitive Parallels Between Hypnotic States and Large Language Model Processing
Giuseppe Riva
B. Wiederhold
F. Mantovani
134
0
0
03 Nov 2025
Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics
Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics
Yueqing Xi
Yifan Bai
Huasen Luo
Weiliang Wen
Hui Liu
Haoliang Li
AILawRALM
350
0
0
03 Nov 2025
OceanAI: A Conversational Platform for Accurate, Transparent, Near-Real-Time Oceanographic Insights
OceanAI: A Conversational Platform for Accurate, Transparent, Near-Real-Time Oceanographic Insights
Bowen Chen
Jayesh Gajbhar
Gregory Dusek
Rob Redmon
Patrick Hogan
Paul Liu
DelWayne Bohnenstiehl
Dongkuan Xu
Ruoying He
147
0
0
02 Nov 2025
HyperClick: Advancing Reliable GUI Grounding via Uncertainty Calibration
HyperClick: Advancing Reliable GUI Grounding via Uncertainty Calibration
Shaojie Zhang
Pei Fu
Ruoceng Zhang
Jiahui Yang
Anan Du
...
S. Wang
Ying Huang
Bin Qin
Zhenbo Luo
Jian Luan
154
0
0
31 Oct 2025
Integrating Ontologies with Large Language Models for Enhanced Control Systems in Chemical Engineering
Integrating Ontologies with Large Language Models for Enhanced Control Systems in Chemical Engineering
Crystal Su
Kuai Yu
Jingrui Zhang
Mingyuan Shao
Daniel Bauer
AI4CE
115
0
0
30 Oct 2025
Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base
Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base
Yu Li
Yuan Huang
Tao Wang
Caiyu Fan
X-D Cai
...
X. Li
Weinan E
Linfeng Zhang
Zhiyuan Yao
Kun Chen
LRM
217
1
0
30 Oct 2025
CLINB: A Climate Intelligence Benchmark for Foundational Models
CLINB: A Climate Intelligence Benchmark for Foundational Models
Michelle Chen Huebscher
Katharine Mach
Aleksandar Stanić
Markus Leippold
Ben Gaiarin
...
Massimiliano Ciaramita
Joeri Rogelj
Christian Buck
Lierni Sestorain Saralegui
Reto Knutti
HILMELM
313
0
0
29 Oct 2025
Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?
Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?
Teague McMillan
Gabriele Dominici
M. Gjoreski
Marc Langheinrich
LRM
137
0
0
28 Oct 2025
Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems
Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems
Yihan Li
Xiyuan Fu
Ghanshyam Verma
P. Buitelaar
Mingming Liu
LRM
186
1
0
28 Oct 2025
M-Eval: A Heterogeneity-Based Framework for Multi-evidence Validation in Medical RAG Systems
M-Eval: A Heterogeneity-Based Framework for Multi-evidence Validation in Medical RAG Systems
Mengzhou Sun
Sendong Zhao
Jianyu Chen
Haochun Wang
Bin Qin
132
0
0
28 Oct 2025
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Bin Wang
Y. Zhong
MiDi Wan
W. Yu
YuanBing Ouyang
Y. Huang
Hui Li
SILMAAML
201
1
0
27 Oct 2025
Estimating the Error of Large Language Models at Pairwise Text Comparison
Estimating the Error of Large Language Models at Pairwise Text Comparison
Tianyi Li
106
0
0
25 Oct 2025
Correlation Dimension of Auto-Regressive Large Language Models
Correlation Dimension of Auto-Regressive Large Language Models
Xin Du
Kumiko Tanaka-Ishii
LRM
117
0
0
24 Oct 2025
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement
Danying Ge
Jianhua Gao
Yixue Yang
Weixing Ji
165
0
0
23 Oct 2025
Neural Diversity Regularizes Hallucinations in Language Models
Neural Diversity Regularizes Hallucinations in Language Models
Kushal Chakrabarti
Nirmal Balachundhar
132
0
0
23 Oct 2025
Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context
Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context
Ge Zheng
Jiaye Qian
Jiajin Tang
Sibei Yang
94
3
0
23 Oct 2025
Defending Against Prompt Injection with DataFilter
Defending Against Prompt Injection with DataFilter
Yizhu Wang
Sizhe Chen
Raghad Alkhudair
Basel Alomair
David Wagner
AAML
244
3
0
22 Oct 2025
Interpretable Question Answering with Knowledge Graphs
Interpretable Question Answering with Knowledge Graphs
Kartikeya Aneja
Manasvi Srivastava
Subhayan Das
Nagender Aneja
RALM
173
0
0
22 Oct 2025
A Graph Signal Processing Framework for Hallucination Detection in Large Language Models
A Graph Signal Processing Framework for Hallucination Detection in Large Language Models
Valentin Noël
120
1
0
21 Oct 2025
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