CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit

Fake News Detection on Social Media Using Geometric Deep Learning

Original

Federico Monti, Fabrizio Frasca, Davide Eynard, Damon Mannion, and Michael M. Bronstein. 2019 · 1902

Earlier work this paper cites.

Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks

Original

Nils Reimers and Iryna Gurevych. 2019 · 1908

Earlier work this paper cites.

Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection. In Language Resources and Evaluation . European Language Resources Association, 6149–6157

Kai Nakamura, Sharon Levy, and William Yang Wang. 2020 · 1911

Earlier work this paper cites.

Credibility-based Fake News Detection

Original

Niraj Sitaula, Chilukuri K. Mohan, Jennifer Grygiel, Xinyi Zhou, and Reza Zafarani. 2019 · 1911

Earlier work this paper cites.

The Pushshift Reddit Dataset

Original

Jason Baumgartner, Savvas Zannettou, Brian Keegan, Megan Squire, and Jeremy Blackburn. 2020 · 2001

Earlier work this paper cites.

Language Models are Few-Shot Learners

Original

Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2005

Earlier work this paper cites.

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Original

Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen tau Yih, Tim Rocktäschel, Sebastian Riedel, and Douwe Kiela. 2021 · 2005

Earlier work this paper cites.

Graph Neural Networks with Continual Learning for Fake News Detection from Social Media

Original

Yi Han, Shanika Karunasekera, and Christopher Leckie. 2020 · 2007

Earlier work this paper cites.

Convolutional Neural Networks for Sentence Classification

Original

Yoon Kim. 2014 · 2014

Earlier work this paper cites.

News use across social media platforms

Jeffrey A. Gottfried and Elisa Shearer. 2016 · 2016

Earlier work this paper cites.

Semi-Supervised Classification with Graph Convolutional Networks

Original

Thomas N. Kipf and Max Welling. 2016 · 2016

Earlier work this paper cites.

Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques

Hamid Ahmed, Issa Traore, and Sherif Saad. 2017 · 2017

Earlier work this paper cites.

Inductive Representation Learning on Large Graphs

Original

William L. Hamilton, Rex Ying, and Jure Leskovec. 2017 · 2017

Earlier work this paper cites.

Graph Attention Networks

Original

Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Lio, and Yoshua Bengio. 2017 · 2017

Earlier work this paper cites.

Detecting opinion spams and fake news using text classification

Hamid Ahmed, Issa Traore, and Sherif Saad. 2018 · 2018

Earlier work this paper cites.

Are people incidentally exposed to news on social media? A comparative analysis

Richard Fletcher and Rasmus Kleis Nielsen. 2018 · 2018

Earlier work this paper cites.

Graph Convolutional Networks for Text Classification

Original

Liang Yao, Chengsheng Mao, and Yuan Luo. 2018 · 2018

Earlier work this paper cites.

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Original

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Cited alongside, same era.

Leveraging Emotional Signals for Credibility Detection. In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (Paris, France) (SIGIR’19) . Association for Computing Machinery, New York, NY, USA, 877–880

Anastasia Giachanou, Paolo Rosso, and Fabio Crestani. 2019 · 2019

Cited alongside, same era.

Bot Detection in Reddit Political Discussion. In Proceedings of the ACM Conference . ACM Press, 30–35

Sofia Hurtado, Poushali Ray, and Radu Marculescu. 2019 · 2019

Cited alongside, same era.

Impact of rumors or misinformation on coronavirus disease (COVID-19) in social media

Samia Tasnim, Mahbub Hossain, and Hoimonty Mazumder. 2019 · 2019

Cited alongside, same era.

Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , Houda Bouamor, Juan Pino, and Kalika Bali (Eds.). Association for Computational Linguistics, Singapore, 5705–5717

Chang Yang, Peng Zhang, Wenbo Qiao, Hui Gao, and Jiaming Zhao. 2023 · 2023

Later among the works it cites.

News Source Credibility Assessment: A Reddit Case Study

Original

Arash Amini, Yigit Ege Bayiz, Ashwin Ram, Radu Marculescu, and Ufuk Topcu. 2024 · 2024

Closest in time.

Susceptibility of Communities against Low-Credibility Content in Social News Websites

Original

Yigit Ege Bayiz, Arash Amini, Radu Marculescu, and Ufuk Topcu. 2024 · 2024

Closest in time.

Language Models Hallucinate, but May Excel at Fact Verification

Original

Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, and Hao Peng. 2024 · 2024

Closest in time.