Ningyu Zhang
Zhejiang University of Technology(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Graph Neural Networks, Multimodal Machine Learning Applications, Semantic Web and Ontologies
Most-Cited Works
- → KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction(2022)349 cited
- → Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks(2019)254 cited
- → PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction(2021)232 cited
- → Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion(2022)201 cited
- → Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network(2019)180 cited
- → LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities(2024)178 cited
- → Knowledge graph-enhanced molecular contrastive learning with functional prompt(2023)177 cited
- → Document-level Relation Extraction as Semantic Segmentation(2021)169 cited
- → Contrastive Triple Extraction with Generative Transformer(2021)123 cited
- → Reasoning with Language Model Prompting: A Survey(2023)120 cited