DocRED: A Large-Scale Document-Level Relation Extraction Dataset

14 June 2019

Yuan Yao

Deming Ye

Peng Li

Xu Han

Yankai Lin

Zhenghao Liu

Zhiyuan Liu

Lixin Huang

Jie Zhou

Maosong Sun

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Papers citing "DocRED: A Large-Scale Document-Level Relation Extraction Dataset"

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Title
BioRED: A Rich Biomedical Relation Extraction Dataset Ling Luo Po-Ting Lai Chih-Hsuan Wei C. Arighi Zhiyong Lu 47 122 0 08 Apr 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 41 52 0 03 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 13 2 0 01 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
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities Nicholas Popovic Walter Laurito Michael Färber 33 10 0 10 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 21 7 0 22 Feb 2022
Neural Architectures for Biological Inter-Sentence Relation Extraction Enrique Noriega-Atala Peter Lovett Clayton T. Morrison Mihai Surdeanu NAI 33 3 0 17 Dec 2021
Discovering Drug-Target Interaction Knowledge from Biomedical Literature Yutai Hou Yingce Xia Lijun Wu Shufang Xie Yang Fan Jinhua Zhu Wanxiang Che Tao Qin Tie-Yan Liu 25 14 0 27 Sep 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
D-REX: Dialogue Relation Extraction with Explanations Alon Albalak Varun R. Embar Yi-Lin Tuan Lise Getoor Wenjie Wang 67 9 0 10 Sep 2021
Graph Based Network with Contextualized Representations of Turns in Dialogue Bongseok Lee Y. Choi 66 69 0 09 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 Sep 2021
Indian Legal NLP Benchmarks : A Survey Prathamesh Kalamkar Janani Venugopalan Vivek Raghavan ELM AILaw VLM 34 5 0 13 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution S. Verlinden Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 37 24 0 05 Jul 2021
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion Yiqing Xie Jiaming Shen Sha Li Yuning Mao Jiawei Han 38 64 0 16 Jun 2021
Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang Xiang Chen Xin Xie Shumin Deng Chuanqi Tan Mosha Chen Fei Huang Luo Si Huajun Chen ViT 22 182 0 07 Jun 2021
MLBiNet: A Cross-Sentence Collective Event Detection Network Dongfang Lou Zhilin Liao Shumin Deng Ningyu Zhang Huajun Chen BDL 25 55 0 20 May 2021
Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception Ridong Han Tao Peng Jiayu Han Hai Cui Lu Liu 36 7 0 18 May 2021
Multi-view Inference for Relation Extraction with Uncertain Knowledge Bo Li Wei Ye Canming Huang Shikun Zhang 36 19 0 28 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
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 16 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
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu Quan Wang Yajuan Lyu Yong Zhu Zhendong Mao 27 166 0 20 Feb 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
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 60 125 0 30 Dec 2020
Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao Yuan Yao Ruobing Xie Xu Han Zhiyuan Liu Maosong Sun Fen Lin Leyu Lin 17 38 0 08 Nov 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
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 26 225 0 08 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
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 37 125 0 24 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
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 39 273 0 13 May 2020
SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain Madeleine van Zuylen Hannaneh Hajishirzi Iz Beltagy 27 160 0 01 May 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 29 132 0 07 Apr 2020
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 27 150 0 28 Sep 2019
Fine-tune Bert for DocRED with Two-step Process Hong Wang C. Focke Rob Sylvester Nilesh Mishra Wenjie Wang 22 115 0 26 Sep 2019
Neural Correction Model for Open-Domain Named Entity Recognition Mengdi Zhu Zheye Deng Wenhan Xiong Mo Yu Ming Zhang William Yang Wang 29 6 0 13 Sep 2019