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The Troubling Emergence of Hallucination in Large Language Models -- An
  Extensive Definition, Quantification, and Prescriptive Remediations

The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

8 October 2023
Vipula Rawte
Swagata Chakraborty
Agnibh Pathak
Anubhav Sarkar
S.M. Towhidul Islam Tonmoy
Aman Chadha
Mikel Artetxe
Punit Daniel Simig
    HILM
ArXivPDFHTML

Papers citing "The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations"

20 / 20 papers shown
Title
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes
Raúl Vázquez
Timothee Mickus
Elaine Zosa
Teemu Vahtola
Jörg Tiedemann
...
Liane Guillou
Ona de Gibert
Jaione Bengoetxea
Joseph Attieh
Marianna Apidianaki
HILM
VLM
LRM
85
0
0
16 Apr 2025
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness
Biplav Srivastava
Kausik Lakkaraju
Nitin Gupta
Vansh Nagpal
Bharath Muppasani
Sara E. Jones
16
0
0
08 Apr 2025
Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence
Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence
Sophia Hager
David Mueller
Kevin Duh
Nicholas Andrews
65
0
0
18 Mar 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
Xiangyan Qu
Gaopeng Gou
Jiamin Zhuang
Jing Yu
Kun Song
Qihao Wang
Yili Li
Gang Xiong
VLM
75
0
0
13 Mar 2025
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams
Yunqi Zhu
Wen Tang
Ying Sun
Xuebing Yang
Liyang Dou
Yifan Gu
Yuanyuan Wu
Wensheng Zhang
Ying Sun
Xuebing Yang
LM&MA
ELM
38
1
0
31 Oct 2024
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs
Reza Fayyazi
Stella Hoyos Trueba
Michael Zuzak
S. Yang
31
0
0
22 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
Jerry Huang
Prasanna Parthasarathi
Mehdi Rezagholizadeh
Boxing Chen
Sarath Chandar
48
0
0
22 Oct 2024
Good Parenting is all you need -- Multi-agentic LLM Hallucination
  Mitigation
Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation
Ted Kwartler
Matthew Berman
Alan Aqrawi
LLMAG
26
3
0
18 Oct 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
Catarina G. Belem
Pouya Pezeskhpour
Hayate Iso
Seiji Maekawa
Nikita Bhutani
Estevam R. Hruschka
HILM
65
1
0
17 Oct 2024
VideoGuide: Improving Video Diffusion Models without Training Through a
  Teacher's Guide
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
Dohun Lee
Bryan S Kim
Geon Yeong Park
Jong Chul Ye
VGen
32
1
0
06 Oct 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain
  Specific Knowledge Based Question Answering
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering
Priyesh Vakharia
Abigail Kufeldt
Max Meyers
Ian Lane
Leilani H. Gilpin
19
0
0
17 Sep 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended
  Generation via Asymptotic Entropy
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy
Haw-Shiuan Chang
Nanyun Peng
Mohit Bansal
Anil Ramakrishna
Tagyoung Chung
HILM
33
2
0
11 Jun 2024
Building a Large Japanese Web Corpus for Large Language Models
Building a Large Japanese Web Corpus for Large Language Models
Naoaki Okazaki
Kakeru Hattori
Hirai Shota
Hiroki Iida
Masanari Ohi
Kazuki Fujii
Taishi Nakamura
Mengsay Loem
Rio Yokota
Sakae Mizuki
47
6
0
27 Apr 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Ziwei Xu
Sanjay Jain
Mohan S. Kankanhalli
HILM
LRM
60
205
0
22 Jan 2024
Prompting open-source and commercial language models for grammatical error correction of English learner text
Prompting open-source and commercial language models for grammatical error correction of English learner text
Christopher Davis
Andrew Caines
Oistein Andersen
Shiva Taslimipoor
H. Yannakoudakis
Zheng Yuan
Christopher Bryant
Marek Rei
P. Buttery
27
13
0
15 Jan 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of
  Large Language Models for Code Generation
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Jiawei Liu
Chun Xia
Yuyao Wang
Lingming Zhang
ELM
ALM
178
780
0
02 May 2023
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in
  Abstractive Summarization
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization
Mengyao Cao
Yue Dong
Jackie C.K. Cheung
HILM
170
144
0
30 Aug 2021
Train Short, Test Long: Attention with Linear Biases Enables Input
  Length Extrapolation
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Ofir Press
Noah A. Smith
M. Lewis
242
695
0
27 Aug 2021
Zero-Shot Text-to-Image Generation
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
253
4,764
0
24 Feb 2021
Fine-Tuning Language Models from Human Preferences
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
275
1,583
0
18 Sep 2019
1