- CaRe: Open Knowledge Graph Embeddings
- Learning to Update Knowledge Graph by Reading News
- Towards Knowledge-Based Recommender Dialog System
- Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning
- PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
- KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
- Machine Reading Comprehension Using Structural Knowledge Graph-aware Network
- Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model
- Jointly Learning Entity and Relation Representations for Entity Alignment
- Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
- Leveraging Dependency Forest for Neural Medical Relation Extraction
- Cross-lingual Structure Transfer for Relation and Event Extraction
- Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks
- Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network
- DialogueGCN: A Graph-based Network for Emotion Recognition in Conversation
- Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks
- Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
- Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
- Text Level Graph Neural Network for Text Classification
- Enhancing AMR-to-Text Generation with Dual Graph Representations
- Modeling Graph Structure in Transformer for Better AMR-to-Text Generation
- You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP
- Event Detection with Multi-Order Graph Convolution and Aggregated Attention
- Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network
- A Lexicon-Based Graph Neural Network for Chinese NER