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Survey of Hallucination in Natural Language Generation
v1v2v3v4v5v6v7 (latest)

Survey of Hallucination in Natural Language Generation

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 / 1,118 papers shown
Title
Factuality Challenges in the Era of Large Language Models
Factuality Challenges in the Era of Large Language Models
Isabelle Augenstein
Timothy Baldwin
Meeyoung Cha
Tanmoy Chakraborty
Giovanni Luca Ciampaglia
...
Rubén Míguez
Preslav Nakov
Dietram A. Scheufele
Shivam Sharma
Giovanni Zagni
HILM
81
44
0
08 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations
An Investigation of LLMs' Inefficacy in Understanding Converse Relations
Chengwen Qi
Bowen Li
Binyuan Hui
Bailin Wang
Jinyang Li
Jinwang Wu
Yuanjun Laili
85
11
0
08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey
Towards Better Chain-of-Thought Prompting Strategies: A Survey
Zihan Yu
Liang He
Zhen Wu
Xinyu Dai
Jiajun Chen
LRM
167
55
0
08 Oct 2023
Faithful Knowledge Graph Explanations for Commonsense Reasoning
Faithful Knowledge Graph Explanations for Commonsense Reasoning
Weihe Zhai
A. Zubiaga
118
0
0
07 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language
  Models in Financial Datasets
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets
Neng Wang
Hongyang Yang
Chris Wang
81
51
0
07 Oct 2023
Tree-GPT: Modular Large Language Model Expert System for Forest Remote
  Sensing Image Understanding and Interactive Analysis
Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive Analysis
Siqi Du
Shengjun Tang
Weixi Wang
Xiaoming Li
Renzhong Guo
113
9
0
07 Oct 2023
Chain of Natural Language Inference for Reducing Large Language Model
  Ungrounded Hallucinations
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
HILMLRM
59
40
0
06 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for
  Autonomous LLM-powered Multi-Agent Architectures
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures
Thorsten Händler
LLMAG
92
24
0
05 Oct 2023
Redefining Digital Health Interfaces with Large Language Models
Redefining Digital Health Interfaces with Large Language Models
F. Imrie
Paulius Rauba
M. Schaar
AI4MHLM&MA
67
3
0
05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning
Fine-tune Language Models to Approximate Unbiased In-context Learning
Timothy Chu
Zhao Song
Chiwun Yang
110
16
0
05 Oct 2023
A Formalism and Approach for Improving Robustness of Large Language
  Models Using Risk-Adjusted Confidence Scores
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores
Ke Shen
Mayank Kejriwal
91
2
0
05 Oct 2023
Retrieval-augmented Generation to Improve Math Question-Answering:
  Trade-offs Between Groundedness and Human Preference
Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference
Zachary Levonian
Chenglu Li
Wangda Zhu
Anoushka Gade
Owen Henkel
Millie-Ellen Postle
Wanli Xing
AI4EdRALM
101
34
0
04 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use
  Tools and Which to Use
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
Yue Huang
Jiawen Shi
Yuan Li
Chenrui Fan
Siyuan Wu
...
Yixin Liu
Pan Zhou
Yao Wan
Neil Zhenqiang Gong
Lichao Sun
LLMAG
121
96
0
04 Oct 2023
Assessing Large Language Models on Climate Information
Assessing Large Language Models on Climate Information
Jannis Bulian
Mike S. Schäfer
Afra Amini
Heidi Lam
Massimiliano Ciaramita
...
Michelle Chen Huebscher
Christian Buck
Niels G. Mede
Markus Leippold
Nadine Strauss
ELM
86
22
0
04 Oct 2023
Low Resource Summarization using Pre-trained Language Models
Low Resource Summarization using Pre-trained Language Models
Mubashir Munaf
Hammad Afzal
N. Iltaf
Khawir Mahmood
37
7
0
04 Oct 2023
CITING: Large Language Models Create Curriculum for Instruction Tuning
CITING: Large Language Models Create Curriculum for Instruction Tuning
Tao Feng
Zifeng Wang
Jimeng Sun
ALM
89
15
0
04 Oct 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in
  Visual Contexts
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Pan Lu
Hritik Bansal
Tony Xia
Jiacheng Liu
Chun-yue Li
Hannaneh Hajishirzi
Hao Cheng
Kai-Wei Chang
Michel Galley
Jianfeng Gao
LRMMLLM
170
669
0
03 Oct 2023
Ask Again, Then Fail: Large Language Models' Vacillations in Judgment
Ask Again, Then Fail: Large Language Models' Vacillations in Judgment
Qiming Xie
Zengzhi Wang
Yi Feng
Rui Xia
AAMLHILM
111
9
0
03 Oct 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology
  View
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Jintian Zhang
Xin Xu
Ningyu Zhang
Ruibo Liu
Bryan Hooi
Shumin Deng
LLMAG
123
149
0
03 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus
Rafael Ferreira
Diogo Tavares
Diogo Glória-Silva
Rodrigo Valerio
João Bordalo
Ines Simoes
Vasco Ramos
David Semedo
João Magalhães
45
4
0
03 Oct 2023
HallE-Control: Controlling Object Hallucination in Large Multimodal
  Models
HallE-Control: Controlling Object Hallucination in Large Multimodal Models
Bohan Zhai
Shijia Yang
Chenfeng Xu
Sheng Shen
Kurt Keutzer
Chunyuan Li
Manling Li
MLLM
105
14
0
03 Oct 2023
LoFT: Local Proxy Fine-tuning For Improving Transferability Of
  Adversarial Attacks Against Large Language Model
LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model
Muhammad Ahmed Shah
Roshan S. Sharma
Hira Dhamyal
R. Olivier
Ankit Shah
...
Massa Baali
Soham Deshmukh
Michael Kuhlmann
Bhiksha Raj
Rita Singh
AAML
67
21
0
02 Oct 2023
Co-audit: tools to help humans double-check AI-generated content
Co-audit: tools to help humans double-check AI-generated content
Andrew D. Gordon
Carina Negreanu
J. Cambronero
Rasika Chakravarthy
Ian Drosos
...
Hannah Richardson
Advait Sarkar
Stephanie Simmons
Jack Williams
Ben Zorn
88
14
0
02 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model
  Reasoning
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
Linhao Luo
Yuan-Fang Li
Gholamreza Haffari
Shirui Pan
RALMLRM
139
238
0
02 Oct 2023
Resolving Knowledge Conflicts in Large Language Models
Resolving Knowledge Conflicts in Large Language Models
Yike Wang
Shangbin Feng
Heng Wang
Weijia Shi
Vidhisha Balachandran
Tianxing He
Yulia Tsvetkov
108
20
0
02 Oct 2023
GenAI Against Humanity: Nefarious Applications of Generative Artificial
  Intelligence and Large Language Models
GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Models
Emilio Ferrara
82
115
0
01 Oct 2023
The Robots are Here: Navigating the Generative AI Revolution in
  Computing Education
The Robots are Here: Navigating the Generative AI Revolution in Computing Education
James Prather
Paul Denny
Juho Leinonen
Brett A. Becker
Ibrahim Albluwi
...
Stephen MacNeil
Andrew Petersen
Raymond Pettit
Brent N. Reeves
Jaromír Šavelka
78
219
0
01 Oct 2023
LEGO-Prover: Neural Theorem Proving with Growing Libraries
LEGO-Prover: Neural Theorem Proving with Growing Libraries
Haiming Wang
Huajian Xin
Chuanyang Zheng
Lin Li
Zhengying Liu
...
Enze Xie
Jian Yin
Zhenguo Li
Heng Liao
Xiaodan Liang
LRM
127
74
0
01 Oct 2023
Knowledge Engineering using Large Language Models
Knowledge Engineering using Large Language Models
Bradley Paul Allen
Lise Stork
Paul T. Groth
91
25
0
01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large
  Language Model Capabilities
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities
Hejia Geng
Boxun Xu
Peng Li
ELMLRMReLM
69
1
0
30 Sep 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical
  Step-by-Step Prompting Method
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
Xuan Zhang
Wei Gao
LRM
61
96
0
30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model
  Collaboration
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration
Qiushi Sun
Zhangyue Yin
Xiang Li
Zhiyong Wu
Xipeng Qiu
Lingpeng Kong
LRMLLMAG
89
50
0
30 Sep 2023
AutoHall: Automated Hallucination Dataset Generation for Large Language
  Models
AutoHall: Automated Hallucination Dataset Generation for Large Language Models
Zouying Cao
Yifei Yang
Hai Zhao
HILM
105
8
0
30 Sep 2023
ABScribe: Rapid Exploration & Organization of Multiple Writing
  Variations in Human-AI Co-Writing Tasks using Large Language Models
ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models
Mohi Reza
Nathan Laundry
Ilya Musabirov
Peter Dushniku
Zhi Yuan “Michael” Yu
Kashish Mittal
Tovi Grossman
Michael Liut
Anastasia Kuzminykh
Joseph Jay Williams
77
28
0
29 Sep 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large
  Language Models
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Ansong Ni
Pengcheng Yin
Yilun Zhao
Chen Wei
Yanjun Wang
...
Mingyuan Zhang
Chen Change Loy
Yingbo Zhou
Dragomir R. Radev
Arman Cohan
ELM
87
20
0
29 Sep 2023
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind
  Aware GPT-4
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4
Jiaxian Guo
Bo Yang
Paul D. Yoo
Bill Yuchen Lin
Yusuke Iwasawa
Yutaka Matsuo
LLMAG
120
45
0
29 Sep 2023
Interpretable Long-Form Legal Question Answering with
  Retrieval-Augmented Large Language Models
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
ELMAILaw
72
41
0
29 Sep 2023
MindShift: Leveraging Large Language Models for Mental-States-Based
  Problematic Smartphone Use Intervention
MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention
Paraskevi Nousi
Chun Yu
Xiaole Pan
Yujia Liu
Theodoros Manousis
...
Zhi Zheng
Li Chen
Avraam Tsantekidis
Xuhai Xu
Yuanchun Shi
91
23
0
28 Sep 2023
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive
  Synthesis using Large Language Models and Satisfiability Solving
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving
Matthias Zeller
Susmit Jha
Patrick Lincoln
Jens Behley
Alvaro Velasquez
Rickard Ewetz
C. Stachniss
LRM
81
7
0
28 Sep 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with
  Multi-persona Collaboration
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration
Hongru Wang
Huimin Wang
Lingzhi Wang
Minda Hu
Rui Wang
Boyang Xue
Hongyuan Lu
Fei Mi
Kam-Fai Wong
LRMKELMLLMAG
91
13
0
28 Sep 2023
Effective Long-Context Scaling of Foundation Models
Effective Long-Context Scaling of Foundation Models
Wenhan Xiong
Jingyu Liu
Igor Molybog
Hejia Zhang
Prajjwal Bhargava
...
Dániel Baráth
Sergey Edunov
Mike Lewis
Sinong Wang
Hao Ma
148
231
0
27 Sep 2023
Graph Neural Prompting with Large Language Models
Graph Neural Prompting with Large Language Models
Yijun Tian
Huan Song
Zichen Wang
Haozhu Wang
Ziqing Hu
Fang Wang
Nitesh Chawla
Panpan Xu
AI4CE
107
49
0
27 Sep 2023
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of
  Language Models
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
Mert Yuksekgonul
Varun Chandrasekaran
Erik Jones
Suriya Gunasekar
Ranjita Naik
Hamid Palangi
Ece Kamar
Besmira Nushi
HILM
60
49
0
26 Sep 2023
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking
  Unrelated Questions
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
Lorenzo Pacchiardi
A. J. Chan
Sören Mindermann
Ilan Moscovitz
Alexa Y. Pan
Y. Gal
Owain Evans
J. Brauner
LLMAGHILM
84
54
0
26 Sep 2023
Large Language Model Alignment: A Survey
Large Language Model Alignment: A Survey
Tianhao Shen
Renren Jin
Yufei Huang
Chuang Liu
Weilong Dong
Zishan Guo
Xinwei Wu
Yan Liu
Deyi Xiong
LM&MA
112
207
0
26 Sep 2023
Ragas: Automated Evaluation of Retrieval Augmented Generation
Ragas: Automated Evaluation of Retrieval Augmented Generation
ES Shahul
Jithin James
Luis Espinosa-Anke
Steven Schockaert
145
205
0
26 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF
Aligning Large Multimodal Models with Factually Augmented RLHF
Zhiqing Sun
Sheng Shen
Shengcao Cao
Haotian Liu
Chunyuan Li
...
Liangyan Gui
Yu-Xiong Wang
Yiming Yang
Kurt Keutzer
Trevor Darrell
VLM
146
396
0
25 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM
  Interfaces
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces
Hariharan Subramonyam
Roy Pea
Christopher Pondoc
Maneesh Agrawala
Colleen M. Seifert
82
58
0
25 Sep 2023
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of
  Service-oriented Systems
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems
Andreas Metzger
Jon Bartel
Jan Laufer
58
3
0
25 Sep 2023
Can LLM-Generated Misinformation Be Detected?
Can LLM-Generated Misinformation Be Detected?
Canyu Chen
Kai Shu
DeLMO
197
182
0
25 Sep 2023
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