- Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
- The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
- Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?
- Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey
- RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
- Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning
- A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning
- zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
- Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
- HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs
- COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion
- Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?
- An Interactive Framework for Profiling News Media Sources
- Sentence-level Media Bias Analysis with Event Relation Graph
- RE2: Region-Aware Relation Extraction from Visually Rich Documents
- GINopic: Topic Modeling with Graph Isomorphism Network
- Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph
- Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning