Ningyu Zhang

Best Publications

• KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction.

  Xiang Chen;Ningyu Zhang;Xin Xie;Shumin Deng

  339
  Citations

• Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks

  Ningyu Zhang;Shumin Deng;Zhanlin Sun;Guanying Wang

  235
  Citations

• Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

  Unknown

  234
  Citations

• PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction

  Hengyi Zheng;Rui Wen;Xi Chen;Yifan Yang

  226
  Citations

• Document-level Relation Extraction as Semantic Segmentation.

  Ningyu Zhang;Xiang Chen;Xin Xie;Shumin Deng

  178
  Citations

• Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network

  Shumin Deng;Ningyu Zhang;Wen Zhang;Jiaoyan Chen

  171
  Citations

• LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities

  Unknown

  158
  Citations

• Contrastive Triple Extraction with Generative Transformer.

  Unknown

  138
  Citations

• Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction

  Ningyu Zhang;Shumin Deng;Zhanling Sun;Xi Chen

  114
  Citations

• Reasoning with Language Model Prompting: A Survey

  Unknown

  111
  Citations

• Contrastive Triple Extraction with Generative Transformer

  Unknown

  109
  Citations

• Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

  Unknown

  95
  Citations

• Relation Adversarial Network for Low Resource Knowledge Graph Completion

  Ningyu Zhang;Shumin Deng;Zhanlin Sun;Jiaoyan Chen

  79
  Citations

• From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer

  Unknown

  77
  Citations

• Editing Large Language Models: Problems, Methods, and Opportunities

  Unknown

  76
  Citations

• Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

  Unknown

  75
  Citations

• Semantic Framework of Internet of Things for Smart Cities: Case Studies

  Ningyu Zhang;Huajun Chen;Xi Chen;Jiaoyan Chen

  73
  Citations

• Ontology-enhanced Prompt-tuning for Few-shot Learning

  Unknown

  59
  Citations

• AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba

  Unknown

  57
  Citations

• Conceptualized Representation Learning for Chinese Biomedical Text Mining.

  Unknown

  50
  Citations