Global-to-Local Neural Networks for Document-Level Relation Extraction

22 September 2020

Papers citing "Global-to-Local Neural Networks for Document-Level Relation Extraction"

27 / 27 papers shown

Title
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 78 0 0 09 Apr 2025
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 89 1 0 04 May 2024
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 80 274 0 13 May 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 70 178 0 15 Apr 2020
HIN: Hierarchical Inference Network for Document-Level Relation Extraction Hengzhu Tang Yanan Cao Zhenyu Zhang Jiangxia Cao Fang Fang Shi Wang Pengfei Yin 64 118 0 28 Mar 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 344 6,448 0 26 Sep 2019
Fine-tune Bert for DocRED with Two-step Process Hong Wang C. Focke Rob Sylvester Nilesh Mishra Wenjie Wang 61 115 0 26 Sep 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs Fenia Christopoulou Makoto Miwa Sophia Ananiadou 37 186 0 31 Aug 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 227 8,424 0 19 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 47 454 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 33 189 0 11 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 60 197 0 04 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 147 5,643 0 25 Jan 2019
Neural Relation Extraction Within and Across Sentence Boundaries Pankaj Gupta S. Rajaram Hinrich Schütze B. Andrassy Thomas Runkler AI4TS 54 93 0 11 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 124 726 0 26 Sep 2018
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 80 165 0 28 Aug 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 51 46 0 27 May 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 51 19 0 10 Apr 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction Pat Verga Emma Strubell Andrew McCallum 66 256 0 28 Feb 2018
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 60 511 0 12 Aug 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 66 693 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 672 131,414 0 12 Jun 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 183 4,812 0 17 Mar 2017
Distant Supervision for Relation Extraction beyond the Sentence Boundary Chris Quirk Hoifung Poon 37 228 0 15 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 389 10,481 0 21 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014