【HICSS 2019】Can Machines Learn to Detect Fake News? A Survey Focused on Social Media
【ICML 2020】GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media
【NLPCC 2019 】User-Characteristic Enhanced Model for Fake News Detection in Social Media
【ICMR 2020 | KMGCN】Fake News Detection via Knowledge-driven Multimodal GCN
【KDD 2018 | EANN】Event Adversarial Neural Networks for Multi-Modal Fake News Detection 代码：https://github.com/yaqingwang/EANN-KDD18
【ACL 2017】“Liar, Liar Pants on Fire”：A New Benchmark Dataset for Fake News Detection
【WWW 2019 | MVAE】Multimodal Variational Autoencoder for Fake News Detection
【KDD 2017】Fake News Detection on Social Media: A Data Mining Perspective
【KDD 2017】Fake News Detection on Social Media:A Data Mining Perspective
按会议分类
AAAI
DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks( AAAI 2016)
News Verification by Exploiting Conflicting Social Viewpoints in Microblogs (AAAI 2016)
Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks (AAAI 2018）
Exploiting Tri-Relationship for Fake News Detection (AAAI 2018)
Unsupervised Fake News Detection on Social Media: A Generative Approach (AAAI 2019)
“Liar，Liar Pants on Fire”：A New Benchmark Dataset for Fake News Detection (ACL 2017)
Detect Rumors in Microblog Post Using Propagation Structure via Kernel Learning (ACL 2017）
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter (ACL 2017)
A Stylometric Inquiry into Hyperpartisan and Fake News (ACL 2018)
【ICML 2020】GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media (ACL 2020)
代码：https://github.com/l852888/GCAN
Detect Rumors Using Time Series of Social Context Information on Microblogging Websites (CIKM 2015)
CSI: A Hybrid Deep Model for Fake News Detection (CIKM 2017)
A Retrospective Analysis of the Fake News Challenge Stance Detection Task (COLING 2018)
Attending Sentences to detect Satirical Fake News (COLING 2018)
Automatic Detection of Fake News (COLING 2018)
Multi-Source Multi-Class Fake News Detection (COLING 2018)
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking(EMNLP 2017)
Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content (EMNLP 2018)
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning (EMNLP 2018)
Detecting Rumors from Microblogs with Recurrent Neural Networks (IJCAI 2016)
Neural User Response Generator: Fake News Detection with Collective User Intelligence (IJCAI 2018)
Fake News Detection on Social Media: A Data Mining Perspective (SIGKDD 2017)
Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation (WSDM 2018)
Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate (WSDM 2018)
Beyond News Contents: The Role of Social Context for Fake News Detection (WSDM 2019)
Fake News: Fundamental Theories, Detection strategies and Challenges (WSDM 2019)
A structured Response to Misinformation: Defining and Annotating Credibility Indicators in News Articles (WWW 2018)
Detect Rumor and Stance Jointly by Neural Multi-task Learning (WWW 2018)
Detect Rumors Using Time Series of Social Context Information on Microblogging Websites (WWW 2018)
Fake News Detection in Social Networks via Crowd Signals (WWW 2018)
Misleading or Falsification? Inferring Deceptive Strategies and Types in Online News and Social Media (WWW 2018）
Online Misinformation: Challenges and Future Directions (WWW 2018)
Relevant Document Discovery for Fact-Checking Articles (WWW 2018)
相关数据集的情况可以参考博客：https://blog.csdn.net/Totoro1745/article/details/84678858
