Ningyu Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 131

Top Venues

Publications

Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai, Yibin Liu, Jialong Wu, Shengwei Ding, Long Li, Zhiwei Huang, Xinle Deng, Teng Yu, Gangan Ma, Han Xiao, Zixin Chen, Danjun Xiang, Yunxia Wang, Yuanyuan Zhu, Yi Xiao, Jing Wang, Yiru Wang, Siran Ding, Jiayang Huang, Jiayi Xu, Yilihamu Tayier, Zhenyu Hu, Yuan Gao, Chengfeng Zheng, Yueshu Ye, Yihang Li, Lei Wan, Xinyue Jiang, Yujie Wang, Siyu Cheng, Zhule Song, Xiangru Tang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang, Wangchunshu Zhou
Weaver: Foundation Models for Creative Writing. CoRR (2024)
Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang
LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities. World Wide Web (WWW) 27 (5) (2024)
Yin Fang, Kangwei Liu, Ningyu Zhang, Xinle Deng, Penghui Yang, Zhuo Chen, Xiangru Tang, Mark Gerstein, Xiaohui Fan, Huajun Chen
ChatCell: Facilitating Single-Cell Analysis with Natural Language. CoRR (2024)
Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. CoRR (2024)
Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR (2024)
Lei Li, Jing Chen, Bozhong Tian, Ningyu Zhang
Revisiting k-NN for Pre-trained Language Models. CoRR (2023)
Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. NeurIPS (2023)
Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. CoRR (2023)
Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities. CoRR (2023)
Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang
Editing Large Language Models: Problems, Methods, and Opportunities. CoRR (2023)
Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. WWW (Companion Volume) (2022)
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. SIGIR (2022)
Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. SIGIR (2022)
Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) (2022)
Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen
Robust triple extraction with cascade bidirectional capsule network. Expert Syst. Appl. 187 (2022)
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. CoRR (2022)
Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. WWW (2022)
Ningyu Zhang, Xin Xie, Xiang Chen, Shumin Deng, Chuanqi Tan, Fei Huang, Xu Cheng, Huajun Chen
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings. CoRR (2022)
Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. CoRR (2022)
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
Multimodal Analogical Reasoning over Knowledge Graphs. CoRR (2022)
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. CoRR (2022)
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). AAAI (2022)
Shumin Deng, Ningyu Zhang, Hui Chen, Chuanqi Tan, Fei Huang, Changliang Xu, Huajun Chen
Low-resource extraction with knowledge-aware pairwise prototype learning. Knowl. Based Syst. 235 (2022)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. CoRR (2022)
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. CoRR (2022)
Xin Xie, Zhoubo Li, Xiaohan Wang, Shumin Deng, Feiyu Xiong, Huajun Chen, Ningyu Zhang
PromptKG: A Prompt Learning Framework for Knowledge Graph Representation Learning and Application. CoRR (2022)
Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen
Generative Knowledge Graph Construction: A Review. CoRR (2022)
Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. CoRR (2022)
Meng Wang, Ningyu Zhang
Cross-Modal Knowledge Discovery, Inference, and Challenges. Reasoning Web (2022)
Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Zezhong Xu, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. CoRR (2022)
Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. NLPCC (1) (2022)
Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen
Relphormer: Relational Graph Transformer for Knowledge Graph Representation. CoRR (2022)
Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. COLING (2022)
Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Zezhong Xu, Yajing Xu, Ningyu Zhang, Zonggang Yuan, Feiyu Xiong, Huajun Chen
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. CoRR (2022)
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen
OntoProtein: Protein Pretraining With Gene Ontology Embedding. ICLR (2022)
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng
Finding Influential Instances for Distantly Supervised Relation Extraction. COLING (2022)
Ruijie Hou, Yanran Li, Ningyu Zhang, Yulin Zhou, Xiaosong Yang, Zhao Wang
Shifting Perspective to See Difference: A Novel Multi-view Method for Skeleton based Action Recognition. ACM Multimedia (2022)
Ningyu Zhang, Gautam Biswas, Nicole Hutchins
Measuring and Analyzing Students' Strategic Learning Behaviors in Open-Ended Learning Environments. Int. J. Artif. Intell. Educ. 32 (4) (2022)
Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen
Ontology-enhanced Prompt-tuning for Few-shot Learning. WWW (2022)
Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen
Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. CoRR (2022)
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. CoRR (2022)
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. NAACL-HLT (Findings) (2022)
Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen
Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR (2022)
Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. CoRR (2022)
Yunzhi Yao, Shengyu Mao, Xiang Chen, Ningyu Zhang, Shumin Deng, Huajun Chen
Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction. CoRR (2022)
Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. ICLR (2022)
Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen
Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. CoRR (2022)
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen
OntoProtein: Protein Pretraining With Gene Ontology Embedding. CoRR (2022)
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. CoRR (2022)
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. SIGIR (2022)
Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen
Ontology-enhanced Prompt-tuning for Few-shot Learning. CoRR (2022)
Ruijie Hou, Yanran Li, Ningyu Zhang, Yulin Zhou, Xiaosong Yang, Zhao Wang
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition. CoRR (2022)
Yushan Zhu, Huaixiao Tou, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen
Knowledge Perceived Multi-modal Pretraining in E-commerce. CoRR (2021)
Luoqiu Li, Xiang Chen, Zhen Bi, Xin Xie, Shumin Deng, Ningyu Zhang, Chuanqi Tan, Mosha Chen, Huajun Chen
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. IJCKG (2021)
Ningyu Zhang, Hongbin Ye, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen
Contrastive Information Extraction With Generative Transformer. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR (2021)
Fang Wu, Qiang Zhang, Dragomir Radev, Jiyu Cui, Wen Zhang, Huabin Xing, Ningyu Zhang, Huajun Chen
3D-Transformer: Molecular Representation with Transformer in 3D Space. CoRR (2021)
Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang, Xiang Wan
Field Embedding: A Unified Grain-Based Framework for Word Representation. NAACL-HLT (2021)
Luoqiu Li, Xiang Chen, Ningyu Zhang, Shumin Deng, Xin Xie, Chuanqi Tan, Mosha Chen, Fei Huang, Huajun Chen
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. CoRR (2021)
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. CoRR (2021)
Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. CoRR (2021)
Xin Xie, Xiangnan Chen, Xiang Chen, Yong Wang, Ningyu Zhang, Shumin Deng, Huajun Chen
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. SemEval@ACL/IJCNLP (2021)
Xin Xie, Xiangnan Chen, Xiang Chen, Yong Wang, Ningyu Zhang, Shumin Deng, Huajun Chen
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. CoRR (2021)
Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. CoRR (2021)
Xiang Chen, Ningyu Zhang, Lei Li, Xin Xie, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER. CoRR (2021)
Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen
MLBiNet: A Cross-Sentence Collective Event Detection Network. ACL/IJCNLP (1) (2021)
Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen
MLBiNet: A Cross-Sentence Collective Event Detection Network. CoRR (2021)
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
Noisy-Labeled NER with Confidence Estimation. NAACL-HLT (2021)
Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen
OntoED: Low-resource Event Detection with Ontology Embedding. CoRR (2021)
Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen
Contrastive Triple Extraction with Generative Transformer. AAAI (2021)
Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Ming Xu, Yefeng Zheng
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. CoRR (2021)
Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen
Disentangled Contrastive Learning for Learning Robust Textual Representations. CoRR (2021)
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen
Learning to Ask for Data-Efficient Event Argument Extraction. CoRR (2021)
Luoqiu Li, Zhen Bi, Hongbin Ye, Shumin Deng, Hui Chen, Huaixiao Tou, Ningyu Zhang, Huajun Chen
Text-guided Legal Knowledge Graph Reasoning. CoRR (2021)
Zhen Bi, Ningyu Zhang, Ganqiang Ye, Haiyang Yu, Xi Chen, Huajun Chen
Interventional Aspect-Based Sentiment Analysis. CoRR (2021)
Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen
Document-level Relation Extraction as Semantic Segmentation. IJCAI (2021)
Ningyu Zhang, Shumin Deng, Xu Cheng, Xi Chen, Yichi Zhang, Wei Zhang, Huajun Chen
Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining. IJCAI (2021)
Luoqiu Li, Xiang Chen, Hongbin Ye, Zhen Bi, Shumin Deng, Ningyu Zhang, Huajun Chen
On Robustness and Bias Analysis of BERT-Based Relation Extraction. CCKS (2021)
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. IJCAI (2021)
Chengxi Li, Feiyu Gao, Jiajun Bu, Lu Xu, Xiang Chen, Yu Gu, Zirui Shao, Qi Zheng, Ningyu Zhang, Yongpan Wang, Zhi Yu
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis. CoRR (2021)
Shumin Deng, Ningyu Zhang, Luoqiu Li, Chen Hui, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen
OntoED: Low-resource Event Detection with Ontology Embedding. ACL/IJCNLP (1) (2021)
Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Xu Ming, Yefeng Zheng
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. ACL/IJCNLP (1) (2021)
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
Noisy-Labeled NER with Confidence Estimation. CoRR (2021)
Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. KDD (2021)
Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen
Disentangled Contrastive Learning for Learning Robust Textual Representations. CICAI (2) (2021)
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Xin Xie, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. CoRR (2021)
Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen
Document-level Relation Extraction as Semantic Segmentation. CoRR (2021)
Ningyu Zhang, Hongbin Ye, Jiacheng Yang, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training. CoRR (2021)
Yushan Zhu, Huaixiao Zhao, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen
Knowledge Perceived Multi-modal Pretraining in E-commerce. ACM Multimedia (2021)
Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. COLING (2020)
Haiyang Yu, Ningyu Zhang, Shumin Deng, Zonggang Yuan, Yantao Jia, Huajun Chen
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis. CoRR (2020)
Anabil Munshi, Shitanshu Mishra, Ningyu Zhang, Luc Paquette, Jaclyn Ocumpaugh, Ryan S. Baker, Gautam Biswas
Modeling the Relationships Between Basic and Achievement Emotions in Computer-Based Learning Environments. AIED (1) (2020)
Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. CoRR (2020)
Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu
Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC (2020)
Chuanzhi Zhuang, Ningyu Zhang, Xiaolong Jin, Zhong Li, Shumin Deng, Huajun Chen
Joint Extraction of Triple Knowledge Based on Relation Priority. ISPA/BDCloud/SocialCom/SustainCom (2020)
Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen
When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). AAAI (2020)
Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification. CoRR (2020)
Kevin W. McElhaney, Ningyu Zhang, Satabdi Basu, Elizabeth A. McBride, Gautam Biswas, Jennie Chiu
Using Computational Modeling to Integrate Science and Engineering Curricular Activities. ICLS (2020)
Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen
OpenUE: An Open Toolkit of Universal Extraction from Text. EMNLP (Demos) (2020)
Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen
Contrastive Triple Extraction with Generative Transformer. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ningyu Zhang