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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 / 1,366 papers shown
Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models
Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models
Yiming Luo
Ting Liu
Patrick Cheong-Iao Pang
Dana McKay
Zhongfu Chen
George Buchanan
Shanton Chang
AI4Ed
224
3
0
25 Mar 2025
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation
Hongcheng Gao
Jiashu Qu
Jingyi Tang
Baolong Bi
Yi Liu
Hongyu Chen
Li Liang
Li Su
Qingming Huang
MLLMVLMLRM
438
13
0
25 Mar 2025
A Survey of Large Language Model Agents for Question Answering
A Survey of Large Language Model Agents for Question Answering
Murong Yue
LLMAGLM&MAELM
292
31
0
24 Mar 2025
GINGER: Grounded Information Nugget-Based Generation of Responses
GINGER: Grounded Information Nugget-Based Generation of ResponsesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Weronika Łajewska
K. Balog
216
9
0
23 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models
A Survey on Mathematical Reasoning and Optimization with Large Language Models
Ali Forootani
OffRLLRMAI4CE
308
12
0
22 Mar 2025
Automating Adjudication of Cardiovascular Events Using Large Language Models
Automating Adjudication of Cardiovascular Events Using Large Language Models
Sonish Sivarajkumar
Kimia Ameri
Chuqin Li
Yanshan Wang
Min Jiang
255
1
0
21 Mar 2025
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis
Han Yuan
Li Zhang
Zheng Ma
796
1
0
20 Mar 2025
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report GenerationInternational Conference on Machine Learning Technologies (ICMLT), 2025
Bisola Faith Kayode
Akinyemi Sadeeq Akintola
Oluwole Fagbohun
Egonna Anaesiuba-Bristol
Onyekachukwu Ojumah
...
Aniema Inyang
Teslim Kazeem
Habeeb Alli
Udodirim Ibem Offia
Prisca Chinazor Amajuoyi
271
1
0
20 Mar 2025
Do Multimodal Large Language Models Understand Welding?
Do Multimodal Large Language Models Understand Welding?Information Fusion (Inf. Fusion), 2025
Grigorii Khvatskii
Yong Suk Lee
Corey Angst
Maria Gibbs
Robert Landers
Nitesh Chawla
AI4CE
229
3
0
18 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations
Ziwei Ji
L. Yu
Yeskendir Koishekenov
Yejin Bang
Anthony Hartshorn
Alan Schelten
Cheng Zhang
Pascale Fung
Nicola Cancedda
451
23
0
18 Mar 2025
Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
Guy Bar-Shalom
Fabrizio Frasca
Derek Lim
Yoav Gelberg
Yftah Ziser
Ran El-Yaniv
Gal Chechik
Haggai Maron
425
2
0
18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation ServingInternational Symposium on Computer Architecture (ISCA), 2025
Wenqi Jiang
Suvinay Subramanian
Cat Graves
Gustavo Alonso
Amir Yazdanbakhsh
Vidushi Dadu
443
25
0
18 Mar 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation
Yuqi Sun
Qiang Liu
Haiping Zhu
Feng Tian
311
0
0
16 Mar 2025
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System Science
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System ScienceApplied Informatics (AI), 2025
Lachlan McGinness
Peter Baumgartner
202
3
0
16 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
Hong Qing Yu
Frank McQuade
282
7
0
14 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions
Agent-Enhanced Large Language Models for Researching Political InstitutionsJournal of Political Institutions and Political Economy (JPIPE), 2025
Joseph R. Loffredo
Suyeol Yun
LLMAG
266
0
0
14 Mar 2025
Bridging Language Models and Financial Analysis
Bridging Language Models and Financial Analysis
Alejandro Lopez-Lira
Jihoon Kwon
Sangwoon Yoon
Jy-yong Sohn
Chanyeol Choi
AIFin
303
5
0
14 Mar 2025
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding
Shunqi Mao
Chaoyi Zhang
Weidong Cai
MLLM
1.1K
4
0
13 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models
Jordan Vice
Naveed Akhtar
Leonid Sigal
Lin Wang
EGVM
300
7
0
11 Mar 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention
Mengzhe Hei
Zhouran Zhang
Qingbao Liu
Yan Pan
Xiang Zhao
Yongqian Peng
Yicong Ye
Xin Zhang
Shuxin Bai
190
1
0
10 Mar 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination
Treble Counterfactual VLMs: A Causal Approach to Hallucination
Li Li
Jiashu Qu
Yuxiao Zhou
Yuehan Qin
Tiankai Yang
Yue Zhao
392
14
0
08 Mar 2025
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input UtilizationInternational Conference on Learning Representations (ICLR), 2025
Wen Liu
Zhiying Deng
Zhongyu Niu
Jun Wang
Yining Qi
Zhigang Zeng
Ruixuan Li
358
9
0
08 Mar 2025
Uncovering Gaps in How Humans and LLMs Interpret Subjective LanguageInternational Conference on Learning Representations (ICLR), 2025
Erik Jones
Arjun Patrawala
Jacob Steinhardt
252
2
0
06 Mar 2025
Causally Reliable Concept Bottleneck Models
Causally Reliable Concept Bottleneck Models
Giovanni De Felice
Arianna Casanova Flores
Francesco De Santis
Silvia Santini
Johannes Schneider
Pietro Barbiero
Alberto Termine
519
5
0
06 Mar 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models
Yao Ge
Yuting Guo
Sudeshna Das
Swati Rajwal
Selen Bozkurt
A. Sarker
MedImLM&MA
278
0
0
06 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk PredictionmedRxiv (medRxiv), 2025
Fenglin Liu
Jinge Wu
Hongjian Zhou
Xiao Gu
Soheila Molaei
A. Thakur
Lei A. Clifton
Honghan Wu
David Clifton
LM&MA
214
6
0
05 Mar 2025
Position: Model Collapse Does Not Mean What You Think
Position: Model Collapse Does Not Mean What You Think
Rylan Schaeffer
Joshua Kazdan
Alvan Caleb Arulandu
Sanmi Koyejo
778
20
0
05 Mar 2025
COSINT-Agent: A Knowledge-Driven Multimodal Agent for Chinese Open Source Intelligence
Wentao Li
Congcong Wang
Xiaoxiao Cui
Zhi Liu
Wei Guo
Lizhen Cui
251
3
0
05 Mar 2025
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
Jingying Zeng
Hui Liu
Zhenwei Dai
Xianfeng Tang
Chen Luo
Samarth Varshney
Zhen Li
Qi He
HILM
349
7
0
05 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMsInternational Conference on Learning Representations (ICLR), 2025
Yuzhe Gu
Feiyu Xiong
Chengqi Lyu
Dahua Lin
Kai Chen
309
15
0
04 Mar 2025
ReaderLM-v2: Small Language Model for HTML to Markdown and JSON
Feng Wang
Zesheng Shi
Bo Wang
Nan Wang
Han Xiao
RALM
309
9
0
03 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-TuningInternational Conference on Learning Representations (ICLR), 2025
Tianci Liu
R. Li
Yunzhe Qi
Hui Liu
Xianfeng Tang
...
Qingyu Yin
Monica Cheng
Jun Huan
Haoyu Wang
Jing Gao
KELM
274
11
0
01 Mar 2025
Experiences with Content Development and Assessment Design in the Era of GenAIInternational Conference on Computer Science, Environment, Ecoinformatics, and Education (ICCSEEE), 2025
Aakanksha Sharma
S. Shailendra
Rajan Kadel
188
2
0
28 Feb 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
Xiaomin Li
Zhou Yu
Ziji Zhang
Yingying Zhuang
Siyang Song
Narayanan Sadagopan
Anurag Beniwal
HILM
709
6
0
28 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset
HuAMR: A Hungarian AMR Parser and Dataset
Botond Barta
Endre Hamerlik
Milán Konor Nyist
Judit Ács
205
0
0
27 Feb 2025
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation
R. Lucassen
Tijn van de Luijtgaarden
Sander P.J. Moonemans
Gerben E. Breimer
W. Blokx
M. Veta
392
0
0
26 Feb 2025
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic LesionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
R. Lucassen
Sander P.J. Moonemans
Tijn van de Luijtgaarden
Gerben E. Breimer
W. Blokx
M. Veta
MedIm
320
3
0
26 Feb 2025
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems ResearchInformation Systems Frontiers (ISF), 2025
Veda C. Storey
Wei Thoo Yue
J. Leon Zhao
Roman Lukyanenko
326
43
0
25 Feb 2025
VeriPlan: Integrating Formal Verification and LLMs into End-User Planning
VeriPlan: Integrating Formal Verification and LLMs into End-User PlanningInternational Conference on Human Factors in Computing Systems (CHI), 2025
Christine P. Lee
David J. Porfirio
Xinyu Jessica Wang
Kevin Zhao
Bilge Mutlu
533
23
0
25 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión?
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión?
Carlos Gómez-Rodríguez
SyDaAILawELMVLM
796
0
0
25 Feb 2025
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
Zhenghao Liu
Xingsheng Zhu
Tianshuo Zhou
Xinyi Zhang
Xiaoyuan Yi
Shi Yu
Yu Gu
Ge Yu
RALMVLM
254
7
0
24 Feb 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
Dilermando Queiroz
Anderson Carlos
André Anjos
Lilian Berton
320
2
0
24 Feb 2025
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language ModelsThe Web Conference (WWW), 2025
Prasenjit Dey
Srujana Merugu
Sivaramakrishnan Kaveri
HILM
106
9
0
22 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
Namkyeong Lee
Edward De Brouwer
Ehsan Hajiramezanali
Tommaso Biancalani
Chanyoung Park
Gabriele Scalia
475
15
0
22 Feb 2025
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis
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
HILMLRM
267
1
0
20 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations
Hallucination Detection in Large Language Models with Metamorphic Relations
Borui Yang
Md Afif Al Mamun
Jie M. Zhang
Gias Uddin
HILM
493
19
0
20 Feb 2025
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and BeyondInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Kehan Guo
Yili Shen
Gisela Abigail Gonzalez-Montiel
Yue Huang
Yujun Zhou
...
Zhichun Guo
Prayel Das
Nitesh Chawla
Olaf Wiest
Wei Wei
957
9
0
14 Feb 2025
LP-LM: No Hallucinations in Question Answering with Logic Programming
LP-LM: No Hallucinations in Question Answering with Logic ProgrammingInternational Conference on Logic Programming (ICLP), 2025
Katherine Wu
Yanhong A. Liu
HILMLRM
272
2
0
13 Feb 2025
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis Narration
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis NarrationInternational Conference on Logic Programming (ICLP), 2025
Flavio Bertini
A. D. Palù
Federica Zaglio
Francesco Fabiano
Andrea Formisano
242
0
0
13 Feb 2025
HuDEx: Integrating Hallucination Detection and Explainability for Enhancing the Reliability of LLM responses
HuDEx: Integrating Hallucination Detection and Explainability for Enhancing the Reliability of LLM responses
Sujeong Lee
Hayoung Lee
Seongsoo Heo
Wonik Choi
HILM
289
6
0
12 Feb 2025
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