Ningyu Zhang

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

Xiang Chen, Ningyu Zhang, Xin Xie et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 357 citations · Full text

Computing, Computer Science, Knowledge Representation +15

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

Ningyu Zhang, Shumin Deng, Zhanlin Sun et al. · 2019 · 258 citations · Full text

Computing, Computer Science, Computational Linguistics +15

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

Hengyi Zheng, Rui Wen, Xi Chen et al. · 2021 · 238 citations · Full text

Computing, Computer Science, Computational Linguistics +14

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

Xiang Chen, Ningyu Zhang, Lei Li et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 211 citations · Full text

Computing, Computer Science, Information Retrieval +14

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

Yuqi Zhu, Xiaohan Wang, Jing Chen et al. · World Wide Web · 2024 · 205 citations

Computing, Computer Science, Knowledge Representation +16