research about rumor / fake news
Make a breif summary on recently ideas with some supported papers.
Heterogeneous graph
- Papers
- sdf
- Experiment
Time information is explicit for modeling, trying to intergrated it with GCN in a way LSTM Aggregator.
- Papers
- Deep spatial–temporal structure learning for rumor detection on Twitter. IJCNN 2019
- Papers
- Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity
- Related
- Joint Slot Filling and Intent Detection via Capsule Neural Networks
- Turing at SemEval-2017 Task 8 Sequential Approach to Rumour Stance Classification with Branch-LSTM
- Sentylic at IEST 2018 Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection
- Sentiment analysis by capsules
- Pretrained Embeddings for Stance Detection with Hierarchical Capsule Network on Social Media
- Experiment
- reimplementation raw paper
- capsule to replace one layer of gcn and gru
- withourt re-routing or routing
- to be continued...