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Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection
16 references·0 citing·24 second hopsampled
Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection (2023)Not all fake news is semantically similar…Multimodal fake news detection via progressive fusion networks (2022)Multimodal fake news detectio…Cross-modal Ambiguity Learning for Multimodal Fake News Detection (2022)Cross-modal Ambiguity Learnin…Multimodal Fusion with Co-Attention Networks for Fake News Detection (2021)Multimodal Fusion with Co-Att…MDFEND: Multi-domain Fake News Detection (2021)MDFEND: Multi-domain Fake New…Hierarchical Multi-modal Contextual Attention Network for Fake News Detection (2021)Hierarchical Multi-modal Cont…Detecting fake news by exploring the consistency of multimodal data (2021)Detecting fake news by explor…Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (2021)Compare to The Knowledge: Gra…SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) (2020)SpotFake+: A Multimodal Frame…SpotFake: A Multi-modal Framework for Fake News Detection (2019)SpotFake: A Multi-modal Frame…MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)MVAE: Multimodal Variational …Combating Fake News (2019)Combating Fake NewsEANN (2018)EANNCall Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection (2018)Call Attention to Rumors: Dee…Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs (2017)Multimodal Fusion with Recurr…Fake News Detection on Social Media (2017)Fake News Detection on Social…Prominent Features of Rumor Propagation in Online Social Media (2013)Prominent Features of Rumor P…Psychological Aspects of Natural Language Use: Our Words, Our Selves (2002)The Future of Reputation: Gossip, Rumor, and Privacy on the Internet (2007)Information credibility on twitter (2011)Detection and Resolution of Rumours in Social Media (2018)Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks (2020)Detect Rumors Using Time Series of Social Context Information on Microblogging Websites (2015)Detecting rumors from microblogs with recurrent neural networks (2016)Deep learning for misinformation detection on online social networks: a survey and new perspectives (2020)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Advances in prospect theory: Cumulative representation of uncertainty (1992)A Survey of Fake News (2020)The Psychology of Fake News (2021)Social Media and Fake News in the 2016 Election (2017)An overview of online fake news: Characterization, detection, and discussion (2019)Longman Grammar of Spoken and Written English (2000)Fake News Detection Using Machine Learning Approaches (2021)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)A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks (2020)Deep learning for fake news detection: A comprehensive survey (2022)MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection (2023)Bootstrapping Multi-View Representations for Fake News Detection (2023)Multimodal Fake News Detection via CLIP-Guided Learning (2023)
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References

  • 2017Fake News Detection on Social Media3,273 cited
  • 2018EANN1,178 cited
  • 2013Prominent Features of Rumor Propagation in Online Social Media866 cited
  • 2017Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs855 cited
  • 2019MVAE: Multimodal Variational Autoencoder for Fake News Detection839 cited
  • 2019SpotFake: A Multi-modal Framework for Fake News Detection580 cited
  • 2019Combating Fake News514 cited
  • 2018Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection402 cited
  • 2022Cross-modal Ambiguity Learning for Multimodal Fake News Detection397 cited
  • 2021Multimodal Fusion with Co-Attention Networks for Fake News Detection340 cited
  • 2021Hierarchical Multi-modal Contextual Attention Network for Fake News Detection307 cited
  • 2021Detecting fake news by exploring the consistency of multimodal data300 cited
  • 2021MDFEND: Multi-domain Fake News Detection265 cited
  • 2022Multimodal fake news detection via progressive fusion networks242 cited
  • 2020SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract)236 cited

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  • 2021Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge222 cited
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