Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

26 September 2018

Yuhao Zhang

Peng Qi

Christopher D. Manning

GNN

ArXiv PDF HTML

Papers citing "Graph Convolution over Pruned Dependency Trees Improves Relation Extraction"

50 / 104 papers shown

Title
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 27 3 0 15 Mar 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 37 59 0 12 Mar 2021
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence Seongsik Park H. Kim 29 8 0 05 Mar 2021
A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang S. Han Josiah Poon 3DV CML 101 85 0 16 Jan 2021
Deep Neural Network Based Relation Extraction: An Overview Hailin Wang Ke Qin R. Zakari Guoming Lu Jin Yin 63 64 0 06 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 30 117 0 16 Dec 2020
GDPNet: Refining Latent Multi-View Graph for Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Eng Siong Chng 29 86 0 12 Dec 2020
Complex Relation Extraction: Challenges and Opportunities Haiyun Jiang Qiaoben Bao Qiao Cheng Deqing Yang Li Wang Yanghua Xiao 46 13 0 09 Dec 2020
Domain Adaptative Causality Encoder Farhad Moghimifar Gholamreza Haffari Mahsa Baktash CML OOD 27 8 0 27 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Guohao Li 35 69 0 19 Nov 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 27 35 0 27 Oct 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 162 108 0 24 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 29 274 0 21 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 39 663 0 02 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 36 214 0 01 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 37 223 0 29 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 18 118 0 22 Sep 2020
Structure-Aware Human-Action Generation Ping Yu Yang Zhao Chunyuan Li Junsong Yuan Changyou Chen GNN 32 39 0 04 Jul 2020
Higher-Order Explanations of Graph Neural Networks via Relevant Walks Thomas Schnake Oliver Eberle Jonas Lederer Shinichi Nakajima Kristof T. Schütt Klaus-Robert Muller G. Montavon 34 217 0 05 Jun 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 37 172 0 20 May 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 44 273 0 13 May 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu 20 47 0 12 May 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt Aleksandra Gabryszak Leonhard Hennig 19 153 0 30 Apr 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 43 550 0 26 Apr 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 26 6 0 22 Apr 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction Christoph Alt Aleksandra Gabryszak Leonhard Hennig NAI 13 34 0 17 Apr 2020
Downstream Model Design of Pre-trained Language Model for Relation Extraction Task Cheng-rong Li Ye Tian 21 36 0 08 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 32 132 0 07 Apr 2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi James Henderson 35 33 0 29 Mar 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 48 545 0 05 Feb 2020
Effective Attention Modeling for Neural Relation Extraction Tapas Nayak Hwee Tou Ng 39 19 0 09 Dec 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction Linfeng Song Yue Zhang D. Gildea Mo Yu Zhiguo Wang Jinsong Su Jinsong Su MedIm 37 33 0 11 Nov 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning Tuan Ngo Nguyen Franck Dernoncourt Thien Huu Nguyen 22 5 0 04 Nov 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 39 53 0 24 Oct 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 35 144 0 15 Oct 2019
Jointly Learning Entity and Relation Representations for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 27 152 0 20 Sep 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 35 72 0 18 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 20 202 0 09 Sep 2019
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction Wenxuan Zhou Hongtao Lin Bill Yuchen Lin Ziqi Wang Junyi Du Leonardo Neves Xiang Ren NAI 32 54 0 05 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 24 460 0 04 Sep 2019
Fine-grained Sentiment Analysis with Faithful Attention Ruiqi Zhong Steven Shao Kathleen McKeown 31 49 0 19 Aug 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 24 130 0 16 Aug 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Christoph Alt Marc Hübner Leonhard Hennig 15 119 0 19 Jun 2019
Revisiting Graph Neural Networks: All We Have is Low-Pass Filters Hoang NT Takanori Maehara GNN 33 421 0 23 May 2019
Neural Metric Learning for Fast End-to-End Relation Extraction Tung Tran Ramakanth Kavuluru 34 37 0 17 May 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 26 1,384 0 17 May 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 42 57 0 31 Mar 2019
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions Omid Rohanian Shiva Taslimipoor Samaneh Kouchaki L. Ha R. Mitkov 29 26 0 27 Feb 2019
Learning to Generate Questions by Learning What not to Generate Bang Liu Mingjun Zhao Di Niu Kunfeng Lai Yancheng He Haojie Wei Yu-Syuan Xu OOD 27 102 0 27 Feb 2019