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2204.07931
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On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
17 April 2022
Nouha Dziri
Sivan Milton
Mo Yu
Osmar Zaiane
Siva Reddy
HILM
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Papers citing
"On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?"
50 / 127 papers shown
AI on AI: Exploring the Utility of GPT as an Expert Annotator of AI Publications
Autumn Toney-Wails
C. Schoeberl
James Dunham
178
5
0
14 Mar 2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics
International Conference on Language Resources and Evaluation (LREC), 2024
Tyler A. Chang
Katrin Tomanek
Jessica Hoffmann
Nithum Thain
Erin van Liemt
Kathleen Meier-Hellstern
Lucas Dixon
295
12
0
13 Mar 2024
Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Tian Yu
Shaolei Zhang
Yang Feng
HILM
212
14
0
12 Mar 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Lorenzo Jaime Yu Flores
Arman Cohan
HILM
246
2
0
09 Mar 2024
HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild
Zhiying Zhu
Yiming Yang
Zhiqing Sun
HILM
VLM
277
25
0
07 Mar 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models
Kedi Chen
Qin Chen
Jie Zhou
Yishen He
Liang He
HILM
217
12
0
01 Mar 2024
A Survey of Large Language Models in Cybersecurity
Gabriel de Jesus Coelho da Silva
Carlos Becker Westphall
257
14
0
26 Feb 2024
AttributionBench: How Hard is Automatic Attribution Evaluation?
Yifei Li
Xiang Yue
Zeyi Liao
Huan Sun
HILM
264
19
0
23 Feb 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer
Xinshuo Hu
Baotian Hu
Dongfang Li
Xiaoguang Li
Lifeng Shang
HILM
180
1
0
22 Feb 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
Jianing Wang
Junda Wu
Yupeng Hou
Yao Liu
Ming Gao
Julian McAuley
265
53
0
13 Feb 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Lingfeng Shen
Weiting Tan
Sihao Chen
Yunmo Chen
Jingyu Zhang
Haoran Xu
Boyuan Zheng
Philipp Koehn
Daniel Khashabi
189
66
0
23 Jan 2024
Fine-grained Hallucination Detection and Editing for Language Models
Abhika Mishra
Akari Asai
Vidhisha Balachandran
Yizhong Wang
Graham Neubig
Yulia Tsvetkov
Hannaneh Hajishirzi
HILM
374
130
0
12 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying
Conference on Algebraic Informatics (CAI), 2024
Negar Maleki
Balaji Padmanabhan
Kaushik Dutta
446
102
0
09 Jan 2024
LightHouse: A Survey of AGI Hallucination
Feng Wang
LRM
HILM
VLM
319
4
0
08 Jan 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research
Benjamin Ampel
Chi-Heng Yang
Junjie Hu
Hsinchun Chen
350
12
0
27 Dec 2023
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yizhe Yang
Heyan Huang
Yuhang Liu
Yang Gao
178
1
0
13 Dec 2023
Thinking Assistants: LLM-Based Conversational Assistants that Help Users Think By Asking rather than Answering
Soya Park
Chinmay Kulkarni
LRM
274
4
0
10 Dec 2023
Data Management For Large Language Models: A Survey
Zige Wang
Wanjun Zhong
Yufei Wang
Qi Zhu
Fei Mi
Baojun Wang
Lifeng Shang
Xin Jiang
Qun Liu
LM&MA
224
17
0
04 Dec 2023
Generative AI in Writing Research Papers: A New Type of Algorithmic Bias and Uncertainty in Scholarly Work
Rishab Jain
Aditya Jain
299
17
0
04 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
James Enouen
Hootan Nakhost
Sayna Ebrahimi
Sercan O. Arik
Yan Liu
Tomas Pfister
337
14
0
03 Dec 2023
Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
Zhiyuan Zhao
Sijin Yu
Linke Ouyang
Xiao-wen Dong
Yuan Liu
Conghui He
MLLM
VLM
369
188
0
28 Nov 2023
Calibrated Language Models Must Hallucinate
Symposium on the Theory of Computing (STOC), 2023
Adam Tauman Kalai
Santosh Vempala
HILM
415
132
0
24 Nov 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tianhang Zhang
Lin Qiu
Qipeng Guo
Cheng Deng
Yue Zhang
Zheng Zhang
Cheng Zhou
Xinbing Wang
Luoyi Fu
HILM
264
91
0
22 Nov 2023
Evaluating the Inclusiveness of Artificial Intelligence Software in Enhancing Project Management Efficiency -- A Review
Vasileios Alevizos
Ilias Georgousis
Akebu Simasiku
Sotiria Karypidou
Antonis M. Messinis
131
4
0
18 Nov 2023
Dial
BeInfo
for
Faithfulness
\textit{Dial BeInfo for Faithfulness}
Dial BeInfo for Faithfulness
: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
E. Razumovskaia
Ivan Vulić
Pavle Marković
Tomasz Cichy
Qian Zheng
Tsung-Hsien Wen
Paweł Budzianowski
HILM
332
11
0
16 Nov 2023
Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge
Genglin Liu
Xingyao Wang
Lifan Yuan
Yangyi Chen
Yuan Yao
281
24
0
16 Nov 2023
R-Tuning: Instructing Large Language Models to Say `I Don't Know'
Hanning Zhang
Shizhe Diao
Yong Lin
Yi R. Fung
Qing Lian
Xingyao Wang
Yangyi Chen
Heng Ji
Tong Zhang
UQLM
473
79
0
16 Nov 2023
Simulating Opinion Dynamics with Networks of LLM-based Agents
Yun-Shiuan Chuang
Agam Goyal
Sameer Narendran
Siddharth Suresh
Robert Hawkins
Sijia Yang
Dhavan Shah
Junjie Hu
Timothy T. Rogers
AI4CE
493
127
0
16 Nov 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yusuke Sakai
Hidetaka Kamigaito
Katsuhiko Hayashi
Taro Watanabe
246
2
0
15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations
Alessandro Bruno
P. Mazzeo
Aladine Chetouani
Marouane Tliba
M. A. Kerkouri
HILM
283
19
0
14 Nov 2023
LM-Polygraph: Uncertainty Estimation for Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ekaterina Fadeeva
Roman Vashurin
Akim Tsvigun
Artem Vazhentsev
Sergey Petrakov
...
Elizaveta Goncharova
Sergey Petrakov
Maxim Panov
Timothy Baldwin
Artem Shelmanov
286
107
0
13 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Nandan Thakur
Jianmo Ni
Gustavo Hernández Ábrego
John Wieting
Jimmy J. Lin
Daniel Cer
RALM
451
24
0
10 Nov 2023
An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology
Reza Khanmohammadi
Mohammad Mahdi Ghassemi
Kyle Verdecchia
A. Ghanem
Luo Bing
...
H. Bagher-Ebadian
Farzan Siddiqui
Mohamed Elshaikh
B. Movsas
Kundan Thind
LM&MA
276
3
0
03 Nov 2023
OmniFill: Domain-Agnostic Form Filling Suggestions Using Multi-Faceted Context
Timothy J. Aveni
Armando Fox
Bjorn Hartmann
LRM
135
2
0
27 Oct 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Nils Feldhus
Qianli Wang
Tatiana Anikina
Sahil Chopra
Cennet Oguz
Sebastian Möller
313
20
0
09 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Robert Litschko
Max Müller-Eberstein
Rob van der Goot
Leon Weber
Barbara Plank
LRM
188
3
0
09 Oct 2023
AutoHall: Automated Factuality Hallucination Dataset Generation for Large Language Models
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2023
Zouying Cao
Yifei Yang
Hai Zhao
Hai Zhao
HILM
576
12
0
30 Sep 2023
Creating Trustworthy LLMs: Dealing with Hallucinations in Healthcare AI
Muhammad Aurangzeb Ahmad
Ilker Yaramis
Taposh Dutta Roy
LM&MA
HILM
183
60
0
26 Sep 2023
Can LLM-Generated Misinformation Be Detected?
International Conference on Learning Representations (ICLR), 2023
Canyu Chen
Kai Shu
DeLMO
782
241
0
25 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI
Mahyar Abbasian
Elahe Khatibi
Iman Azimi
David Oniani
Zahra Shakeri Hossein Abad
...
Bryant Lin
Olivier Gevaert
Li-Jia Li
Ramesh C. Jain
Amir M. Rahmani
LM&MA
ELM
AI4MH
501
124
0
21 Sep 2023
LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models
Knowledge-Based Systems (KBS), 2023
Nan Li
Bo Kang
T. D. Bie
252
3
0
18 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
373
112
0
13 Sep 2023
Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets?
Leon Weber-Genzel
Robert Litschko
Ekaterina Artemova
Barbara Plank
259
2
0
04 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Computational Linguistics (CL), 2023
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
Anh Tuan Luu
Freda Shi
Shuming Shi
Shuming Shi
LRM
RALM
HILM
711
812
0
03 Sep 2023
Explainability for Large Language Models: A Survey
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Haiyan Zhao
Hanjie Chen
Fan Yang
Ninghao Liu
Huiqi Deng
Hengyi Cai
Shuaiqiang Wang
D. Yin
Jundong Li
LRM
465
706
0
02 Sep 2023
Learning to generate and corr- uh I mean repair language in real-time
Arash Eshghi
Arash Ashrafzadeh
205
1
0
22 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution
Ehsan Kamalloo
A. Jafari
Xinyu Crystina Zhang
Nandan Thakur
Jimmy J. Lin
247
63
0
31 Jul 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
Transactions of the Association for Computational Linguistics (TACL), 2023
Vaibhav Adlakha
Parishad BehnamGhader
Xing Han Lù
Nicholas Meade
Siva Reddy
386
176
0
31 Jul 2023
Explicit Syntactic Guidance for Neural Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yafu Li
Leyang Cui
Jianhao Yan
Yongjng Yin
Wei Bi
Shuming Shi
Yue Zhang
202
11
0
20 Jun 2023
Exposing Attention Glitches with Flip-Flop Language Modeling
Neural Information Processing Systems (NeurIPS), 2023
Bingbin Liu
Jordan T. Ash
Surbhi Goel
A. Krishnamurthy
Cyril Zhang
LRM
209
70
0
01 Jun 2023
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