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A core part of scientific peer review involves providing expert critiques that directly assess the scientific claims a paper makes.
Estimating the reliability, systematic error and random error of interval data
Klaus Krippendorff. 1970 · 1970
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FEVER: a large-scale dataset for fact extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018a · 2018
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APE: Argument pair extraction from peer review and rebuttal via multi-task learning
Liying Cheng, Lidong Bing, Qian Yu, Wei Lu, and Luo Si. 2020 · 2020
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Deception through half-truths
Andrew Estornell, Sanmay Das, and Yevgeniy Vorobeychik. 2020 · 2020
Earlier work this paper cites.
Fact or fiction: Verifying scientific claims
David Wadden, Shanchuan Lin, Kyle Lo, Lucy Lu Wang, Madeleine van Zuylen, Arman Cohan, and Hannaneh Hajishirzi. 2020 · 2020
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COVID-fact: Fact extraction and verification of real-world claims on COVID-19 pandemic
Arkadiy Saakyan, Tuhin Chakrabarty, and Smaranda Muresan. 2021 · 2021
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Evidence-based fact-checking of health-related claims
Mourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, and Dina Demner-Fushman. 2021 · 2021
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Liarx: A partial fact fake news data set with label distribution approach for fake news detection
Sharanya Venkat, Richa, Gaurang Rao, and Bhaskarjyoti Das. 2022 · 2021
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Overview and insights from the SCIVER shared task on scientific claim verification
David Wadden and Kyle Lo. 2021 · 2021
Cited alongside, same era.
SemEval-2021 task 9: Fact verification and evidence finding for tabular data in scientific documents (SEM-TAB-FACTS)
Nancy X. R. Wang, Diwakar Mahajan, Marina Danilevsky, and Sara Rosenthal. 2021 · 2021
Cited alongside, same era.
PubHealthTab: A public health table-based dataset for evidence-based fact checking
Mubashara Akhtar, Oana Cocarascu, and Elena Simperl. 2022 · 2022
Cited alongside, same era.
SciFact-open: Towards open-domain scientific claim verification
David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Iz Beltagy, Lucy Lu Wang, and Hannaneh Hajishirzi. 2022 · 2022
Cited alongside, same era.
A coarse-to-fine cascaded evidence-distillation neural network for explainable fake news detection
Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, and Yi Chang. 2022 · 2022
Cited alongside, same era.
PaperMage: A unified toolkit for processing, representing, and manipulating visually-rich scientific documents
Kyle Lo, Zejiang Shen, Benjamin Newman, Joseph Chang, Russell Authur, Erin Bransom, Stefan Candra, Yoganand Chandrasekhar, Regan Huff, Bailey Kuehl, Amanpreet Singh, Chris Wilhelm, Angele Zamarron, Marti A. Hearst, Daniel Weld, Doug Downey, and Luca Soldaini. 2023 · 2023
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SCITAB: A challenging benchmark for compositional reasoning and claim verification on scientific tables
Xinyuan Lu, Liangming Pan, Qian Liu, Preslav Nakov, and Min-Yen Kan. 2023 · 2023
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FACTIFY-5WQA: 5W aspect-based fact verification through question answering
Anku Rani, S.M Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty, Aman Chadha, Amit Sheth, and Amitava Das. 2023 · 2023
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A dataset of argumentative dialogues on scientific papers
Federico Ruggeri, Mohsen Mesgar, and Iryna Gurevych. 2023 · 2023
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Claim verification in the age of large language models: A survey
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Mike D’Arcy, Alexis Ross, Erin Bransom, Bailey Kuehl, Jonathan Bragg, Tom Hope, and Doug Downey. 2023 · 2023
Cited alongside, same era.
Accelerating large batch training via gradient signal to noise ratio (gsnr)
Guo-qing Jiang, Jinlong Liu, Zixiang Ding, Lin Guo, and Wei Lin. 2023 · 2023
Cited alongside, same era.
When reviewers lock horns: Finding disagreements in scientific peer reviews
Sandeep Kumar, Tirthankar Ghosal, and Asif Ekbal. 2023 · 2023
Cited alongside, same era.
The fact extraction and VERification (FEVER) shared task
James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, and Arpit Mittal. 2018b
Cited in the paper.
Alphaeus Dmonte, Roland Oruche, Marcos Zampieri, Prasad Calyam, and Isabelle Augenstein. 2024 · 2024
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EX-FEVER: A dataset for multi-hop explainable fact verification
Huanhuan Ma, Weizhi Xu, Yifan Wei, Liuji Chen, Liang Wang, Qiang Liu, Shu Wu, and Liang Wang. 2024 · 2024
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Averitec: A dataset for real-world claim verification with evidence from the web
Michael Schlichtkrull, Zhijiang Guo, and Andreas Vlachos. 2024 · 2024
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An analysis of tasks and datasets in peer reviewing
Moritz Staudinger, Wojciech Kusa, Florina Piroi, and Allan Hanbury. 2024 · 2024
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