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In the era of social media platforms, identifying the credibility of online content is crucial to combat misinformation.
Sentence-bert: Sentence embeddings using siamese bert-networks
Reimers, N.; and Gurevych, I. 2019 · 1908
Earlier work this paper cites.
Predicting information credibility in time-sensitive social media
Castillo, C.; Mendoza, M.; and Poblete, B. 2013 · 2013
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Efficient estimation of word representations in vector space
Mikolov, T.; Chen, K.; Corrado, G.; and Dean, J. 2013 · 2013
Earlier work this paper cites.
Siamese neural networks for one-shot image recognition
Koch, G.; Zemel, R.; Salakhutdinov, R.; et al. 2015 · 2015
Earlier work this paper cites.
Social media and fake news in the 2016 election
Allcott, H.; and Gentzkow, M. 2017 · 2016
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node2vec: Scalable feature learning for networks
Grover, A.; and Leskovec, J. 2016 · 2016
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Semi-supervised classification with graph convolutional networks
Kipf, T. N.; and Welling, M. 2016 · 2016
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Debunking: A meta-analysis of the psychological efficacy of messages countering misinformation
Chan, M.-p. S.; Jones, C. R.; Hall Jamieson, K.; and Albarracín, D. 2017 · 2017
Earlier work this paper cites.
Fake news detection on social media: A data mining perspective
Shu, K.; Sliva, A.; Wang, S.; Tang, J.; and Liu, H. 2017 · 2017
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Devlin, J.; Chang, M.-W.; Lee, K.; and Toutanova, K. 2018 · 2018
Cited alongside, same era.
Identifying and understanding user reactions to deceptive and trusted social news sources
Glenski, M.; Weninger, T.; and Volkova, S. 2018 · 2018
Cited alongside, same era.
Bot detection in reddit political discussion
Hurtado, S.; Ray, P.; and Marculescu, R. 2019 · 2019
Cited alongside, same era.
exbake: Automatic fake news detection model based on bidirectional encoder representations from transformers (bert)
Jwa, H.; Oh, D.; Park, K.; Kang, J. M.; and Lim, H. 2019 · 2019
Cited alongside, same era.
Big Data and quality data for fake news and misinformation detection
Torabi Asr, F.; and Taboada, M. 2019 · 2019
Cited alongside, same era.
Investigating the Difference of Fake News Source Credibility Recognition between ANN and BERT Algorithms in Artificial Intelligence
Chiang, T. H.; Liao, C.-S.; and Wang, W.-C. 2022 · 2022
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Ideological variation in preferred content and source credibility on Reddit during the COVID-19 pandemic
Chipidza, W.; Krewson, C.; Gatto, N.; Akbaripourdibazar, E.; and Gwanzura, T. 2022 · 2022
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BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Grootendorst, M. 2022 · 2022
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Measuring exposure to misinformation from political elites on Twitter
Mosleh, M.; and Rand, D. G. 2022 · 2022
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Fake news detection based on news content and social contexts: a transformer-based approach
Raza, S.; and Ding, C. 2022 · 2022
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Capturing the style of fake news
Przybyla, P. 2020 · 2020
Cited alongside, same era.
The role of analytical reasoning and source credibility on the evaluation of real and fake full-length news articles
Pehlivanoglu, D.; Lin, T.; Deceus, F.; Heemskerk, A.; Ebner, N. C.; and Cahill, B. S. 2021 · 2021
Cited alongside, same era.
That’s fake news! Investigating how readers identify the reliability of news when provided title, image, source bias, and full articles
Spezzano, F.; Shrestha, A.; Fails, J.; and Stone, B. 2021 · 2021
Cited alongside, same era.
Defining and measuring news media quality: Comparing the content perspective and the audience perspective
Bachmann, P.; Eisenegger, M.; and Ingenhoff, D. 2022 · 2022
Cited alongside, same era.
Factoid: A new dataset for identifying misinformation spreaders and political bias
Sakketou, F.; Plepi, J.; Cervero, R.; Geiss, H.-J.; Rosso, P.; and Flek, L. 2022 · 2022
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Engagement with fact-checked posts on Reddit
Bond, R. M.; and Garrett, R. K. 2023 · 2023
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Combating misinformation in the age of llms: Opportunities and challenges
Chen, C.; and Shu, K. 2023 · 2023
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Detecting misinformation with llm-predicted credibility signals and weak supervision
Leite, J. A.; Razuvayevskaya, O.; Bontcheva, K.; and Scarton, C. 2023 · 2023
Later among the works it cites.