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MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection
15 references·1 citing·26 second hopsampled
MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection (2022)MFAN: Multi-modal Feature-enhanced Attent…Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection (2021)Towards Propagation Uncertain…Multimodal Fusion with Co-Attention Networks for Fake News Detection (2021)Multimodal Fusion with Co-Att…Hierarchical Multi-modal Contextual Attention Network for Fake News Detection (2021)Hierarchical Multi-modal Cont…Rumor Detection on Social Media with Graph Structured Adversarial Learning (2020)Rumor Detection on Social Med…GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media (2020)GCAN: Graph-aware Co-Attentio…MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)MVAE: Multimodal Variational …Jointly Embedding the Local and Global Relations of Heterogeneous Graph for Rumor Detection (2019)Jointly Embedding the Local a…CED: Credible Early Detection of Social Media Rumors (2019)CED: Credible Early Detection…Rumor Detection on Twitter with Tree-structured Recursive Neural Networks (2018)Rumor Detection on Twitter wi…Multi-Source Multi-Class Fake News Detection (2018)Multi-Source Multi-Class Fake…Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs (2017)Multimodal Fusion with Recurr…Exploiting Context for Rumour Detection in Social Media (2017)Exploiting Context for Rumour…A Convolutional Approach for Misinformation Identification (2017)A Convolutional Approach for …Detecting rumors from microblogs with recurrent neural networks (2016)Detecting rumors from microbl…Information credibility on twitter (2011)Information credibility on tw…Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection (2023)Not all fake news is semantic…Perceptions of Internet Information Credibility (2000)Twitter adoption and use in mass convergence and emergency events (2009)Microblogging during two natural hazards events (2010)The spread of true and false news online (2018)Systematic Literature Review on the Spread of Health-related Misinformation on Social Media (2019)The Psychology of Rumor. (1948)Prominent Features of Rumor Propagation in Online Social Media (2013)Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads (2016)Detection and Resolution of Rumours in Social Media (2018)Deep learning for misinformation detection on online social networks: a survey and new perspectives (2020)CSI (2017)A Survey of Fake News (2020)Fake News Detection on Social Media (2017)EANN (2018)Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities (2019)$$\mathsf {SAFE}$$: Similarity-Aware Multi-modal Fake News Detection (2020)Social Media and Fake News in the 2016 Election (2017)A Comprehensive Review on Fake News Detection With Deep Learning (2021)User Preference-aware Fake News Detection (2021)Spread of misinformation on social media: What contributes to it and how to combat it (2022)Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks (2020)SpotFake: A Multi-modal Framework for Fake News Detection (2019)Deep learning for fake news detection: A comprehensive survey (2022)A comprehensive survey on machine learning approaches for fake news detection (2023)Multimodal fake news detection via progressive fusion networks (2022)MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection (2023)
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References

  • 2011Information credibility on twitter2,575 cited
  • 2016Detecting rumors from microblogs with recurrent neural networks1,103 cited
  • 2017Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs895 cited
  • 2019MVAE: Multimodal Variational Autoencoder for Fake News Detection881 cited
  • 2018Rumor Detection on Twitter with Tree-structured Recursive Neural Networks655 cited
  • 2017A Convolutional Approach for Misinformation Identification526 cited
  • 2020GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media427 cited
  • 2017Exploiting Context for Rumour Detection in Social Media352 cited
  • 2021Multimodal Fusion with Co-Attention Networks for Fake News Detection340 cited
  • 2021Hierarchical Multi-modal Contextual Attention Network for Fake News Detection307 cited
  • 2019Jointly Embedding the Local and Global Relations of Heterogeneous Graph for Rumor Detection210 cited
  • 2019CED: Credible Early Detection of Social Media Rumors199 cited
  • 2018Multi-Source Multi-Class Fake News Detection157 cited
  • 2020Rumor Detection on Social Media with Graph Structured Adversarial Learning139 cited
  • 2021Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection

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134 cited

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  • 2023Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection109 cited