Cross-Sentence N-ary Relation Extraction with Graph LSTMs

12 August 2017

Papers citing "Cross-Sentence N-ary Relation Extraction with Graph LSTMs"

50 / 182 papers shown

Title
Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao Yuan Yao Ruobing Xie Xu Han Zhiyuan Liu Maosong Sun Fen Lin Leyu Lin 126 41 0 08 Nov 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context PoolingAAAI Conference on Artificial Intelligence (AAAI), 2024 Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 226 300 0 21 Oct 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 214 9 0 18 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 125 236 0 08 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 99 61 0 04 Oct 2020
Double Graph Based Reasoning for Document-level Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Shuang Zeng Runxin Xu Baobao Chang Lei Li 132 238 0 29 Sep 2020
Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction Chenhan Yuan Ryan Rossi Andrew Katz Hoda Eldardiry 59 0 0 26 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 153 68 0 26 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 189 132 0 24 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 D. Wang Wei Hu E. Cao Weijian Sun NAI 123 126 0 22 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 155 0 0 11 Sep 2020
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks Hui Chen Pengfei Hong Wei Han Navonil Majumder Soujanya Poria 81 44 0 10 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 68 2 0 28 Aug 2020
Entity and Evidence Guided Relation Extraction for DocRED Kevin Huang Guangtao Wang Tengyu Ma Jing Huang 124 9 0 27 Aug 2020
SIGL: Securing Software Installations Through Deep Graph LearningUSENIX Security Symposium (USENIX Security), 2023 Xueyuan Han Xiao Yu Thomas Pasquier Ding Li J. Rhee James W. Mickens Margo Seltzer Haifeng Chen 122 60 0 26 Aug 2020
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction Xinya Du Alexander M. Rush Claire Cardie 104 12 0 21 Aug 2020
Relation Extraction with Self-determined Graph Convolutional Network Sunil Kumar Sahu Derek Thomas Billy Chiu Neha Sengupta Mohammady Mahdy GNN 95 10 0 02 Aug 2020
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation Qingyun Wang Pengfei Yu Xuan Wang Nikolaus Nova Parulian G. Han ... Ahmed Elsayed Martha Palmer Clare Voss Cynthia Schneider Boyan A. Onyshkevych 141 120 0 01 Jul 2020
Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel Sachin Sharad Pawar P. Bhattacharyya Girish Keshav Palshikar 60 1 0 15 Jun 2020
Interactive Extractive Search over Biomedical CorporaWorkshop on Biomedical Natural Language Processing (BioNLP), 2024 Hillel Taub-Tabib Micah Shlain Shoval Sadde Dan Lahav Matan Eyal Yaara Cohen Yoav Goldberg 89 29 0 07 Jun 2020
In Layman's Terms: Semi-Open Relation Extraction from Scientific TextsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 75 23 0 15 May 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized EncodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xinya Du Claire Cardie 85 105 0 13 May 2020
Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 229 289 0 13 May 2020
Spatial Dependency Parsing for Semi-Structured Document Information Extraction Wonseok Hwang Jinyeong Yim Seunghyun Park Sohee Yang Minjoon Seo 190 99 0 01 May 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 74 6 0 22 Apr 2020
Dialogue-Based Relation Extraction Dian Yu Kai Sun Claire Cardie Dong Yu 119 137 0 17 Apr 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 155 142 0 16 Apr 2020
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks Shu Liu Wei Li Yunfang Wu Qi Su Xu Sun 63 9 0 14 Apr 2020
Efficient long-distance relation extraction with DG-SpanBERT Jun Chen Robert Hoehndorf Mohamed Elhoseiny Xiangliang Zhang 98 9 0 07 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 139 142 0 07 Apr 2020
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer AttentionComputer Vision and Pattern Recognition (CVPR), 2025 Junbo Yin Jianbing Shen Chenye Guan Dingfu Zhou Ruigang Yang 3DPC 102 140 0 03 Apr 2020
Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling Mayank Agarwal Ibrahim Abdelaziz Cristina Cornelio Veronika Thost Lingfei Wu Kenneth D. Forbus Achille Fokoue NAI AI4CE GNN 266 37 0 15 Nov 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction Linfeng Song Yue Zhang D. Gildea Mo Yu Zhiguo Wang Jinsong Su Jinsong Su MedIm 134 35 0 11 Nov 2019
Graph-to-Graph Transformer for Transition-based Dependency Parsing Alireza Mohammadshahi James Henderson AI4CE 146 26 0 08 Nov 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 148 182 0 15 Oct 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 Usama Yaseen Pankaj Gupta Hinrich Schütze 47 5 0 08 Oct 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 194 603 0 08 Sep 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs Fenia Christopoulou Makoto Miwa Sophia Ananiadou 101 194 0 31 Aug 2019
DeepDrawing: A Deep Learning Approach to Graph Drawing Yong Wang Zhihua Jin Qianwen Wang Weiwei Cui Tengfei Ma Huamin Qu 116 64 0 17 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 80 1 0 13 Jul 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 161 422 0 18 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Xingtai Lv Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 152 473 0 14 Jun 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network Sunil Kumar Sahu Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 82 194 0 11 Jun 2019
Using Neural Networks for Relation Extraction from Biomedical Literature Diana Sousa Andre Lamurias Francisco M. Couto 82 12 0 27 May 2019
A bag-of-concepts model improves relation extraction in a narrow knowledge domain with limited data Jiyu Chen Karin Verspoor Zenan Zhai 75 3 0 24 Apr 2019
Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Yantao Du Wei Hu Zongming Guo GNN 139 1 0 23 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 298 1,413 0 07 Apr 2019
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 163 321 0 05 Apr 2019
Document-Level $N$ -ary Relation Extraction with Multiscale Representation Learning Robin Jia Cliff Wong Hoifung Poon NAI 139 148 0 04 Apr 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 118 187 0 27 Mar 2019