Graph Convolution for NLP

Research project to apply Graph Convolution to NLP.

Research

1. Why & What is Graph Convolution
2. Implementation of Graph Convolution: Graph Attention Network
3. Kinds of task in Graph
4. Case study to use Graph Convolution in NLP
5. Design of Experiment to verify effectiveness of Graph Convolution

Implementation

• Language Modeling
• Graph Attention Network Layer
  • Fix to support batch data
  • Experiment by existing dataset
  • What is really effective attention method on Graph?
• Graph Convolution for Text Classification
  • Prepare the Dataset
  • Make baseline model and analysis