Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction

29 December 2018

Ningyu Zhang

Shumin Deng

Huajun Chen

Papers citing "Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction"

25 / 25 papers shown

Title
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 174 65 0 27 Jan 2022
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion Yiqing Xie Jiaming Shen Sha Li Yuning Mao Jiawei Han 82 69 0 16 Jun 2021
Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang Xiang Chen Xin Xie Shumin Deng Chuanqi Tan Mosha Chen Fei Huang Luo Si Huajun Chen ViT 102 188 0 07 Jun 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 185 418 0 15 Apr 2021
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction Luoqiu Li Xiang Chen Zhen Bi Xin Xie Shumin Deng Ningyu Zhang Chuanqi Tan Mosha Chen Huajun Chen AAML 112 7 0 01 Apr 2021
Deep Neural Network Based Relation Extraction: An Overview Hailin Wang Ke Qin R. Zakari Guoming Lu Jin Yin 91 68 0 06 Jan 2021
Depth as Attention for Face Representation Learning Hardik Uppal Alireza Sepas-Moghaddam Michael A. Greenspan Ali Etemad CVBM 75 21 0 03 Jan 2021
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 87 40 0 30 Oct 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 69 49 0 30 Oct 2020
RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework Guoqing Luo Jiaxin Pan Min Peng 34 1 0 30 Sep 2020
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis Haiyang Yu Ningyu Zhang Shumin Deng Zonggang Yuan Yantao Jia Huajun Chen 74 15 0 15 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 100 129 0 14 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 81 18 0 14 Sep 2020
PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest Aditya Pal Chantat Eksombatchai Yitong Zhou Bo Zhao Charles R. Rosenberg J. Leskovec 61 138 0 07 Jul 2020
A Novel BGCapsule Network for Text Classification Akhilesh Gangwar V. Ravi VLM 18 9 0 02 Jul 2020
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang Ali Etemad 34 45 0 17 Dec 2019
Improving Distant Supervised Relation Extraction by Dynamic Neural Network Yanjie Gou Yinjie Lei Lingqiao Liu Pingping Zhang X. Peng AI4TS 44 1 0 15 Nov 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 123 72 0 08 Nov 2019
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba Qianghuai Jia Ningyu Zhang Nengwei Hua 55 5 0 06 Sep 2019
Improving Multi-Head Attention with Capsule Networks Shuhao Gu Yang Feng 47 13 0 31 Aug 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 84 38 0 29 Aug 2019
Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoyan Chen Wei Zhang Huajun Chen 68 9 0 22 Aug 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Christoph Alt Marc Hübner Leonhard Hennig 77 120 0 19 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 75 142 0 09 Jun 2019
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks Ningyu Zhang Shumin Deng Zhanlin Sun Guanying Wang Xi Chen Wei Zhang Huajun Chen 77 200 0 04 Mar 2019