Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

26 September 2018

Yuhao Zhang

Peng Qi

Christopher D. Manning

GNN

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

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Reducing Sensitivity on Speaker Names for Text Generation from Dialogues Qi Jia Haifeng Tang Kenny Q. Zhu 29 2 0 23 May 2023
How Fragile is Relation Extraction under Entity Replacements? Yiwei Wang Bryan Hooi Fei Wang Yujun Cai Keli Zhang Wenxuan Zhou Jing Tang Manjuan Duan Muhao Chen 69 5 0 22 May 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction Hao Fei Meishan Zhang Hao Fei Tat-Seng Chua 29 5 0 20 May 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 50 31 0 19 May 2023
Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction Xin-Yue Wang Zitao Wang Wei Hu CLL BDL 33 11 0 11 May 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 25 9 0 30 Jan 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 56 6 0 21 Dec 2022
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 18 4 0 20 Dec 2022
Syntactic Multi-view Learning for Open Information Extraction Kuicai Dong Aixin Sun Jung-jae Kim Xiaoli Li 36 3 0 05 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 40 6 0 27 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Heng Chang Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 51 1 0 11 Nov 2022
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network Md Aminul Haque Palash A. Khan Kawsarul Islam Md Abdullah Al Nasim Ryan Mohammad Bin Shahjahan CVBM 24 2 0 26 Oct 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
Event Extraction: A Survey Viet Dac Lai 28 9 0 07 Oct 2022
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model Martin Fajcik Muskaan Singh Juan Pablo Zuluaga Esaú Villatoro-Tello Sergio Burdisso P. Motlícek Pavel Smrz 40 4 0 08 Sep 2022
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach Peiyi Wang Yifan Song Tianyu Liu Rundong Gao Binghuai Lin Yunbo Cao Zhifang Sui 22 10 0 01 Sep 2022
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 47 7 0 23 Jul 2022
It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers Zheng Tang Mihai Surdeanu 32 6 0 25 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 36 2 0 21 Apr 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 24 97 0 21 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 27 1 0 01 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 21 7 0 22 Feb 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Zhiyu Li Fei Huang Guozhou Zheng Huajun Chen VLM HAI 37 42 0 10 Jan 2022
Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar Mohadeseh Rafiee Hossein Amirkhani GNN AI4CE 43 24 0 03 Jan 2022
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 32 65 0 16 Dec 2021
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction Meisin Lee Lay-Ki Soon Eu-Gene Siew 19 5 0 27 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
Graph-based Joint Pandemic Concern and Relation Extraction on Twitter Jingli Shi Weihua Li Sira Yongchareon Yi Yang Quan-wei Bai 21 8 0 18 Jun 2021
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction Kohei Makino Makoto Miwa Yutaka Sasaki KELM 37 7 0 18 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 43 514 0 24 May 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
BertGCN: Transductive Text Classification by Combining GCN and BERT Yuxiao Lin Yuxian Meng Xiaofei Sun Qinghong Han Kun Kuang Jiwei Li Fei Wu 18 225 0 12 May 2021
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge Shengqiong Wu Hao Fei Yafeng Ren Donghong Ji Jingye Li 21 78 0 06 May 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 32 0 0 27 Apr 2021
Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou Muhao Chen NoLa 20 65 0 17 Apr 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 30 38 0 17 Apr 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
Better Feature Integration for Named Entity Recognition Lu Xu Zhanming Jie Wei Lu Lidong Bing 29 37 0 12 Apr 2021
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context Md. Ahsanul Kabir Typer Phillips Xiao Luo M. Hasan 27 2 0 04 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
Structural block driven - enhanced convolutional neural representation for relation extraction Dongsheng Wang Prayag Tiwari S. Garg Hongyin Zhu P. Bruza NAI AI4TS 37 21 0 21 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
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 35 59 0 12 Mar 2021