Attention Guided Graph Convolutional Networks for Relation Extraction

18 June 2019

Wei Lu

Papers citing "Attention Guided Graph Convolutional Networks for Relation Extraction"

47 / 47 papers shown

Title
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification Robert Vacareanu F. Alam M. Islam Haris Riaz Mihai Surdeanu NAI 40 2 0 05 Mar 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 30 5 0 03 Dec 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 40 0 0 29 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 29 4 0 13 Oct 2023
A Comprehensive Survey of Document-level Relation Extraction (2016-2023) Lea Demelius Hanh Thi Hong Tran Roman Kern Georgeta Bordea Andreas Trügler Antoine Doucet 26 3 0 28 Sep 2023
Centered Self-Attention Layers Ameen Ali Tomer Galanti Lior Wolf 56 6 0 02 Jun 2023
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction Qi Sun Kun Huang Xiaocui Yang Pengfei Hong Kun Zhang Soujanya Poria 19 8 0 18 May 2023
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 46 18 0 29 Dec 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 36 10 0 19 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 39 82 0 13 Oct 2022
Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement Zirui Zhao W. Lee David Hsu OOD 37 9 0 01 Oct 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 51 83 0 07 Sep 2022
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition Bin Ji Shasha Li Jie Yu Jun Ma Huijun Liu 29 2 0 07 Jul 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 25 21 0 28 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 36 2 0 21 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 18 2 0 01 Apr 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 36 32 0 18 Feb 2022
Text classification problems via BERT embedding method and graph convolutional neural network L. Tran Tuan-Kiet Tran An Mai GNN 22 4 0 30 Nov 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 24 47 0 24 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 19 52 0 23 Sep 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 24 94 0 28 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 33 95 0 08 Jun 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 35 5 0 19 May 2021
Relation Classification with Entity Type Restriction Shengfei Lyu Huanhuan Chen 30 68 0 18 May 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabas Poczos 41 113 0 16 Apr 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 40 402 0 15 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 18 49 0 31 Mar 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 27 3 0 15 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
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai Zhiyong Lu MedIm 43 49 0 11 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
An Embarrassingly Simple Model for Dialogue Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Jinjie Ni Eng Siong Chng 27 27 0 27 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 27 117 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
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 27 35 0 27 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 24 273 0 21 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 34 223 0 29 Sep 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 41 273 0 13 May 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 26 6 0 22 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
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
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 36 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 35 143 0 15 Oct 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 26 54 0 05 Sep 2019
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 279 1,948 0 09 Jun 2018