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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"

18 / 1,118 papers shown
Title
vec2text with Round-Trip Translations
vec2text with Round-Trip Translations
Geoffrey Cideron
Sertan Girgin
Anton Raichuk
Olivier Pietquin
Olivier Bachem
Léonard Hussenot
93
3
0
14 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against
  Fact-Verification Systems
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems
Sahar Abdelnabi
Mario Fritz
AAML
281
6
0
07 Sep 2022
The Alignment Problem from a Deep Learning Perspective
The Alignment Problem from a Deep Learning Perspective
Richard Ngo
Lawrence Chan
Sören Mindermann
141
192
0
30 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive
  Summarization
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization
Pengcheng He
Baolin Peng
Liyang Lu
Song Wang
Jie Mei
...
Chenguang Zhu
Wayne Xiong
Michael Zeng
Jianfeng Gao
Xuedong Huang
117
47
0
21 Aug 2022
MENLI: Robust Evaluation Metrics from Natural Language Inference
MENLI: Robust Evaluation Metrics from Natural Language Inference
Yanran Chen
Steffen Eger
107
18
0
15 Aug 2022
Looking for a Needle in a Haystack: A Comprehensive Study of
  Hallucinations in Neural Machine Translation
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Nuno M. Guerreiro
Elena Voita
André F. T. Martins
HILM
80
57
0
10 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey
Innovations in Neural Data-to-text Generation: A Survey
Mandar Sharma
Ajay K. Gogineni
Naren Ramakrishnan
103
10
0
25 Jul 2022
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text
  Rationales
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales
Aaron Chan
Shaoliang Nie
Liang Tan
Xiaochang Peng
Hamed Firooz
Maziar Sanjabi
Xiang Ren
123
10
0
02 Jul 2022
A Methodology and Software Architecture to Support
  Explainability-by-Design
A Methodology and Software Architecture to Support Explainability-by-Design
T. D. Huynh
Niko Tsakalakis
Ayah Helal
Sophie Stalla-Bourdillon
Luc Moreau
55
5
0
13 Jun 2022
Discriminative Models Can Still Outperform Generative Models in Aspect
  Based Sentiment Analysis
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis
Dhruv Mullick
Alona Fyshe
Bilal Ghanem
52
1
0
06 Jun 2022
R2D2: Robust Data-to-Text with Replacement Detection
R2D2: Robust Data-to-Text with Replacement Detection
Linyong Nan
Lorenzo Jaime Yu Flores
Yilun Zhao
Yixin Liu
Luke Benson
Weijin Zou
Dragomir R. Radev
92
18
0
25 May 2022
Memorization Without Overfitting: Analyzing the Training Dynamics of
  Large Language Models
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala
Aram H. Markosyan
Luke Zettlemoyer
Armen Aghajanyan
TDI
127
197
0
22 May 2022
Towards Answering Open-ended Ethical Quandary Questions
Towards Answering Open-ended Ethical Quandary Questions
Yejin Bang
Nayeon Lee
Tiezheng Yu
Leila Khalatbari
Yan Xu
...
Romain Barraud
Elham J. Barezi
Andrea Madotto
Hayden Kee
Pascale Fung
ELM
84
6
0
12 May 2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
Nouha Dziri
Ehsan Kamalloo
Sivan Milton
Osmar Zaiane
Mo Yu
Edoardo Ponti
Siva Reddy
HILM
155
91
0
22 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document
  Identifiers
Autoregressive Search Engines: Generating Substrings as Document Identifiers
Michele Bevilacqua
G. Ottaviano
Patrick Lewis
Wen-tau Yih
Sebastian Riedel
Fabio Petroni
KELMRALM
147
166
0
22 Apr 2022
'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on
  YouTube
'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on YouTube
Krithika Ramesh
Ashiqur R. KhudaBukhsh
Sumeet Kumar
55
5
0
17 Feb 2022
A Survey of Controllable Text Generation using Transformer-based
  Pre-trained Language Models
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models
Hanqing Zhang
Haolin Song
Shaoyu Li
Ming Zhou
Dawei Song
143
230
0
14 Jan 2022
AmbiFC: Fact-Checking Ambiguous Claims with Evidence
AmbiFC: Fact-Checking Ambiguous Claims with Evidence
Max Glockner
Ieva Staliunaite
James Thorne
Gisela Vallejo
Andreas Vlachos
Iryna Gurevych
118
30
0
01 Apr 2021
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