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2305.13534
Cited By
How Language Model Hallucinations Can Snowball
International Conference on Machine Learning (ICML), 2023
22 May 2023
Muru Zhang
Ofir Press
William Merrill
Alisa Liu
Noah A. Smith
HILM
LRM
Re-assign community
ArXiv (abs)
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HuggingFace (3 upvotes)
Papers citing
"How Language Model Hallucinations Can Snowball"
26 / 126 papers shown
In-Context Learning Dynamics with Random Binary Sequences
International Conference on Learning Representations (ICLR), 2023
Eric J. Bigelow
Ekdeep Singh Lubana
Robert P. Dick
Hidenori Tanaka
T. Ullman
431
12
0
26 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Jian Guan
Jesse Dodge
Aman Rangapur
Shiyu Huang
Hao Peng
LRM
HILM
404
49
0
23 Oct 2023
Core Building Blocks: Next Gen Geo Spatial GPT Application
Ashley Fernandez
Swaraj Dube
309
8
0
17 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sehyun Choi
Tianqing Fang
Zhaowei Wang
Yangqiu Song
225
54
0
13 Oct 2023
Examining the Potential and Pitfalls of ChatGPT in Science and Engineering Problem-Solving
Frontiers in Education (FIE), 2023
Karen D. Wang
E. Burkholder
Carl E. Wieman
S. Salehi
Nicholas Haber
AI4CE
ELM
195
59
0
12 Oct 2023
Large Language Models can Learn Rules
Zhaocheng Zhu
Yuan Xue
Xinyun Chen
Denny Zhou
Jian Tang
Dale Schuurmans
Hanjun Dai
LRM
ReLM
323
86
0
10 Oct 2023
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models
International Conference on Cognitive Machine Intelligence (ICCMI), 2023
Gabriele Tolomei
Cesare Campagnano
Fabrizio Silvestri
Giovanni Trappolini
147
7
0
07 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries
Neural Information Processing Systems (NeurIPS), 2023
Jianyou Wang
Kaicheng Wang
Xiaoyue Wang
Prudhviraj Naidu
Leon Bergen
R. Paturi
478
14
0
07 Oct 2023
Rethinking STS and NLI in Large Language Models
Findings (Findings), 2023
Yuxia Wang
Minghan Wang
Preslav Nakov
LRM
284
4
0
16 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
379
113
0
13 Sep 2023
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yongrui Chen
Haiyun Jiang
Xinting Huang
Shuming Shi
Guilin Qi
SyDa
218
13
0
11 Sep 2023
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges
ACM Conference on Health, Inference, and Learning (CHIL), 2023
Hiba Ahsan
Denis Jered McInerney
Jisoo Kim
Christopher Potter
Geoffrey S. Young
Silvio Amir
Byron C. Wallace
244
23
0
08 Sep 2023
An Automatic Evaluation Framework for Multi-turn Medical Consultations Capabilities of Large Language Models
Yusheng Liao
Yutong Meng
Hongcheng Liu
Yanfeng Wang
Yu Wang
LM&MA
ELM
195
15
0
05 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
718
817
0
03 Sep 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models
Mohamed S. Elaraby
Mengyin Lu
Jacob Dunn
Xueying Zhang
Yu Wang
Shizhu Liu
Pingchuan Tian
Yuping Wang
Yuxuan Wang
HILM
376
41
0
22 Aug 2023
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
Gelei Deng
Yi Liu
Víctor Mayoral-Vilches
Peng Liu
Yuekang Li
Yuan Xu
Tianwei Zhang
Yang Liu
M. Pinzger
Stefan Rass
LLMAG
225
131
0
13 Aug 2023
Shepherd: A Critic for Language Model Generation
Tianlu Wang
Ping Yu
Xiaoqing Ellen Tan
Sean O'Brien
Ramakanth Pasunuru
Jane Dwivedi-Yu
O. Yu. Golovneva
Luke Zettlemoyer
Maryam Fazel-Zarandi
Asli Celikyilmaz
ALM
207
105
0
08 Aug 2023
Deductive Additivity for Planning of Natural Language Proofs
Zayne Sprague
Kaj Bostrom
Swarat Chaudhuri
Greg Durrett
LRM
199
6
0
05 Jul 2023
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking
Qinyong Wang
Zhenxiang Gao
Rong Xu
224
16
0
03 Jul 2023
CHORUS: Foundation Models for Unified Data Discovery and Exploration
Proceedings of the VLDB Endowment (PVLDB), 2023
Moe Kayali
A. Lykov
Ilias Fountalis
N. Vasiloglou
Dan Olteanu
Dan Suciu
291
43
0
16 Jun 2023
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing
Ryan Liu
Nihar B. Shah
ELM
202
112
0
01 Jun 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams
ACM Symposium on User Interface Software and Technology (UIST), 2023
Peiling Jiang
Jude Rayan
Steven W. Dow
Haijun Xia
229
150
0
19 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiazhan Feng
Chongyang Tao
Xiubo Geng
Tao Shen
Can Xu
Guodong Long
Dongyan Zhao
Daxin Jiang
KELM
276
20
0
12 May 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection
Kai Greshake
Sahar Abdelnabi
Shailesh Mishra
C. Endres
Thorsten Holz
Mario Fritz
SILM
450
802
0
23 Feb 2023
N-Gram Nearest Neighbor Machine Translation
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2023
Rui Lv
Junliang Guo
Rui Wang
Xu Tan
Qi Liu
Tao Qin
249
5
0
30 Jan 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Hao Fang
Anusha Balakrishnan
Harsh Jhamtani
Jonathan Bufe
J. Crawford
Jayant Krishnamurthy
Adam Pauls
J. Eisner
Jacob Andreas
Dan Klein
236
6
0
16 Sep 2022
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