Text Classification

• **[2024 Artificial Intelligence Review]https://link.springer.com/article/10.1007/s10462-024-10808-0**
• Corpus-level Graph
  • [2019 AAAI]Graph Convolutional Networks for Text Classification
  • [2019 ASONAM]Semi-Supervised Learning and Graph Neural Networks for Fake News Detection
  • [2019 EMNLP]Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
  • [2020 AAAI]Tensor Graph Convolutional Networks for Text Classification
  • [2020 ECIR]VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification
  • [2020 AISTATS]Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification
  • [2021 WSDM]HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification
• Document-level Graph
  • [2019 EMNLP]Text Level Graph Neural Network for Text Classification
  • [2019 ICDM]Domain-Adversarial Graph Neural Networks for Text Classification
  • [2020 EMNLP]Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

With LLM

• **https://github.com/PeterGriffinJin/Awesome-Language-Model-on-Graphs**
• [2024 TKDE]Large Language Models on Graphs: A Comprehensive Survey