- Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering
- TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages
- JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering
- Multi-Relational Graph Transformer for Automatic Short Answer Grading
- Disentangled Action Recognition with Knowledge Bases
- KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media
- Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
- Generic and Trend-aware Curriculum Learning for Relation Extraction
- Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction
- Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies
- Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss
- A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
- SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis
- COGMEN: COntextualized GNN based Multimodal Emotion recognitioN
- FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations
- CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking
- Cross-document Misinformation Detection based on Event Graph Reasoning
- DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks
- Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims
- Event Schema Induction with Double Graph Autoencoders
- A Double-Graph Based Framework for Frame Semantic Parsing
- CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data
- Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning
- Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling
- Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization
- DocTime: A Document-level Temporal Dependency Graph Parser