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2011.03870
Cited By
Explainable Automated Fact-Checking: A Survey
7 November 2020
Neema Kotonya
Francesca Toni
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Papers citing
"Explainable Automated Fact-Checking: A Survey"
50 / 72 papers shown
Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Search
Matthew R. Deverna
Kai-Cheng Yang
Harry Yaojun Yan
Filippo Menczer
KELM
HILM
LRM
ELM
285
3
0
24 Nov 2025
When retrieval outperforms generation: Dense evidence retrieval for scalable fake news detection
Alamgir Munir Qazi
John P. McCrae
Jamal Abdul Nasir
RALM
217
0
0
06 Nov 2025
TSVer: A Benchmark for Fact Verification Against Time-Series Evidence
Marek Strong
Andreas Vlachos
AI4TS
186
1
0
02 Nov 2025
Adversarial Attacks Against Automated Fact-Checking: A Survey
Fanzhen Liu
A. Abuadbba
Kristen Moore
Surya Nepal
Cécile Paris
Jia Wu
Jian Yang
Quan Z. Sheng
AAML
155
4
0
10 Sep 2025
When Explainability Meets Privacy: An Investigation at the Intersection of Post-hoc Explainability and Differential Privacy in the Context of Natural Language Processing
Mahdi Dhaini
Stephen Meisenbacher
Ege Erdogan
Florian Matthes
Gjergji Kasneci
SILM
273
0
0
14 Aug 2025
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers
Xanh Ho
Sunisth Kumar
Yun-Ang Wu
Florian Boudin
Atsuhiro Takasu
Akiko Aizawa
LMTD
519
3
0
12 Jun 2025
Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability
Lorraine Saju
Arnim Bleier
Jana Lasser
Claudia Wagner
254
3
0
04 Jun 2025
Explaining Sources of Uncertainty in Automated Fact-Checking
Jingyi Sun
Greta Warren
Irina Shklovski
Isabelle Augenstein
284
2
0
23 May 2025
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
Qiwei Peng
Robert Moro
Michal Gregor
Ivan Srba
Simon Ostermann
Marian Simko
Juraj Podroužek
Matus Mesarcik
Jaroslav Kopčan
Anders Søgaard
LRM
266
26
0
15 May 2025
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods
Conference on Fairness, Accountability and Transparency (FAccT), 2025
Mahdi Dhaini
Ege Erdogan
Nils Feldhus
Gjergji Kasneci
411
1
0
02 May 2025
FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking
Islam Eldifrawi
Shengrui Wang
Amine Trabelsi
189
1
0
07 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking
Qisheng Hu
Quanyu Long
Wenya Wang
LRM
429
2
0
03 Apr 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking
International Conference on Human Factors in Computing Systems (CHI), 2025
Greta Warren
Irina Shklovski
Isabelle Augenstein
OffRL
880
34
0
13 Feb 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models
International Conference on Computational Linguistics (COLING), 2024
Patrick Amadeus Irawan
Genta Indra Winata
Samuel Cahyawijaya
Ayu Purwarianti
337
2
0
23 Sep 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims
ACM Symposium on User Interface Software and Technology (UIST), 2024
Yu Fu
Shunan Guo
Jane Hoffswell
Victor S. Bursztyn
Ryan Rossi
J. Stasko
309
7
0
16 Sep 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs
Ronit Singhal
Pransh Patwa
Parth Patwa
Vasu Sharma
Amitava Das
OffRL
300
35
0
22 Aug 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack
Xiaoyue Xu
Qinyuan Ye
Xiang Ren
412
17
0
23 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches
Islam Eldifrawi
Shengrui Wang
Amine Trabelsi
349
18
0
09 Jul 2024
Generative Debunking of Climate Misinformation
Francisco Zanartu
Yulia Otmakhova
John Cook
Lea Frermann
HILM
MU
257
8
0
08 Jul 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
Pritish Sahu
Karan Sikka
Ajay Divakaran
MLLM
LRM
273
16
0
02 Jul 2024
Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models
Majid Zarharan
Pascal Wullschleger
Babak Behkam Kia
Mohammad Taher Pilehvar
Jennifer Foster
LRM
ELM
LM&MA
254
4
0
15 May 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom
The Web Conference (WWW), 2024
Bo Wang
Jing Ma
Hongzhan Lin
Zhiwei Yang
Ruichao Yang
Yuan Tian
Yi-Ju Chang
AAML
432
99
0
06 May 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification
Neema Kotonya
Francesca Toni
327
9
0
29 Mar 2024
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict
Yirong Zeng
Xiao Ding
Yi Zhao
Xiangyu Li
Jie Zhang
Chao Yao
Ting Liu
Bing Qin
HILM
293
0
0
25 Mar 2024
Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors
Guanghua Li
Wensheng Lu
Wei Zhang
Defu Lian
Kezhong Lu
Rui Mao
Kai Shu
Hao Liao
HILM
242
19
0
14 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish
R. Çekinel
Pinar Senkul
Çağrı Çöltekin
278
9
0
01 Mar 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach
BigData Congress [Services Society] (BSS), 2024
R. Çekinel
Pinar Senkul
AAML
417
5
0
09 Feb 2024
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification
Xia Zeng
A. Zubiaga
364
8
0
29 Jan 2024
Automated Fact-Checking of Climate Change Claims with Large Language Models
Social Science Research Network (SSRN), 2024
Markus Leippold
S. Vaghefi
Dominik Stammbach
V. Muccione
J. Bingler
...
Tobias Schimanski
Glen Gostlow
Ting Yu
Juerg Luterbacher
C. Huggel
272
11
0
23 Jan 2024
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual Research
Natural Language Processing Journal (JNLP), 2024
Rrubaa Panchendrarajan
A. Zubiaga
HILM
366
45
0
22 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims
Transactions of the Association for Computational Linguistics (TACL), 2024
Fengzhu Zeng
Wei Gao
413
32
0
16 Jan 2024
Countering Misinformation via Emotional Response Generation
Daniel Russo
Shane P. Kaszefski-Yaschuk
Jacopo Staiano
Marco Guerini
OffRL
271
16
0
17 Nov 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task
Neema Kotonya
Saran Krishnasamy
Joel R. Tetreault
Alejandro Jaimes
319
12
0
01 Nov 2023
The Perils & Promises of Fact-checking with Large Language Models
Dorian Quelle
Alexandre Bovet
424
60
0
20 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Haoran Wang
Kai Shu
LRM
285
63
0
08 Oct 2023
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
International Conference on Language Resources and Evaluation (LREC), 2023
Juraj Vladika
Phillip Schneider
Florian Matthes
356
35
0
15 Sep 2023
Benchmarking the Generation of Fact Checking Explanations
Transactions of the Association for Computational Linguistics (TACL), 2023
Daniel Russo
Serra Sinem Tekiroğlu
Marco Guerini
230
34
0
29 Aug 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords
Workshop on Representation Learning for NLP (RepL4NLP), 2023
Shahriar Golchin
Mihai Surdeanu
N. Tavabi
A. Kiapour
197
7
0
14 Jul 2023
Scientific Fact-Checking: A Survey of Resources and Approaches
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Juraj Vladika
Florian Matthes
HILM
369
72
0
26 May 2023
Multimodal Automated Fact-Checking: A Survey
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mubashara Akhtar
Michael Schlichtkrull
Zhijiang Guo
O. Cocarascu
Elena Simperl
Andreas Vlachos
827
62
0
22 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web
Neural Information Processing Systems (NeurIPS), 2023
Michael Schlichtkrull
Zhijiang Guo
Andreas Vlachos
365
150
0
22 May 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification
Jiasheng Si
Yingjie Zhu
Deyu Zhou
AAML
411
5
0
16 May 2023
FactKG: Fact Verification via Reasoning on Knowledge Graphs
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiho Kim
Sungjin Park
Yeonsu Kwon
Yohan Jo
James Thorne
E. Choi
262
98
0
11 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Michael Schlichtkrull
N. Ousidhoum
Andreas Vlachos
557
28
0
27 Apr 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization
Scalable Trusted Computing (STC), 2022
Sai Gurrapu
Lifu Huang
Feras A. Batarseh
AAML
337
10
0
21 Jan 2023
The State of Human-centered NLP Technology for Fact-checking
Information Processing & Management (IPM), 2023
Anubrata Das
Houjiang Liu
Venelin Kovatchev
Matthew Lease
HILM
378
91
0
08 Jan 2023
Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiasheng Si
Yingjie Zhu
Deyu Zhou
334
26
0
02 Dec 2022
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiangjie Chen
Rui Xu
Wenyuan Zeng
Changzhi Sun
Lei Li
Yanghua Xiao
KELM
321
12
0
22 Nov 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Max Glockner
Yufang Hou
Iryna Gurevych
OffRL
361
61
0
25 Oct 2022
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection
International Conference on Computational Linguistics (COLING), 2022
Zhiwei Yang
Jing Ma
Hechang Chen
Hongzhan Lin
Ziyang Luo
Yi-Ju Chang
252
24
0
29 Sep 2022
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