Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Sep 23, 2020
Ningyu Zhang, Luoqiu Li, Shumin Deng, Haiyang Yu, Xu Cheng, Wei Zhang, Huajun Chen


  Access Paper or Ask Questions

Finding Influential Instances for Distantly Supervised Relation Extraction

Sep 17, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng


  Access Paper or Ask Questions

The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis

Sep 15, 2020
Haiyang Yu, Ningyu Zhang, Shumin Deng, Zonggang Yuan, Yantao Jia, Huajun Chen


  Access Paper or Ask Questions

Contrastive Triple Extraction with Generative Transformer

Sep 14, 2020
Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen


  Access Paper or Ask Questions

Conceptualized Representation Learning for Chinese Biomedical Text Mining

Aug 25, 2020
Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao, Nengwei Hua

* WSDM2020 Health Day 

  Access Paper or Ask Questions

Relation-Gated Domain Adaptation for Relation Extraction

Dec 16, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoayan Chen, Wei Zhang, Huajun Chen


  Access Paper or Ask Questions

Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection

Nov 13, 2019
Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen

* Accepted by WSDM 2020 

  Access Paper or Ask Questions

Relation Adversarial Network for Low Resource KnowledgeGraph Completion

Nov 08, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoayan Chen, Wei Zhang, Huajun Chen

* under WWW2020 review 

  Access Paper or Ask Questions

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba

Sep 06, 2019
Qianghuai Jia, Ningyu Zhang, Nengwei Hua

* CIKM2019 International Workshop on Entity Retrieval. arXiv admin note: text overlap with arXiv:1511.08996 by other authors 

  Access Paper or Ask Questions

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning

Aug 22, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen


  Access Paper or Ask Questions

Improving Few-shot Text Classification via Pretrained Language Representations

Aug 22, 2019
Ningyu Zhang, Zhanlin Sun, Shumin Deng, Jiaoyan Chen, Huajun Chen

* arXiv admin note: substantial text overlap with arXiv:1902.10482, arXiv:1803.02400 by other authors 

  Access Paper or Ask Questions

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

Mar 04, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen

* To be published in NAACL 2019 

  Access Paper or Ask Questions

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction

Dec 29, 2018
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Xi Chen, Wei Zhang, Huajun Chen

* To be published in EMNLP 2018 

  Access Paper or Ask Questions