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
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets Erica Cai Sean McQuade Kevin Young Brendan O'Connor 12 0 0 16 May 2025
Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints Michael Kamfonas 34 0 0 14 May 2025
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 33 0 0 09 Apr 2025
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 36 0 0 31 Dec 2024
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction Khai Phan Tran Wen Hua Xue Li SyDa 93 0 0 18 Dec 2024
Consistent Document-Level Relation Extraction via Counterfactuals Ali Modarressi Abdullatif Köksal Hinrich Schutze 51 1 0 09 Jul 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models Shangqing Tu Yuanchun Wang Jifan Yu Yuyang Xie Yaran Shi Xiaozhi Wang Jing Zhang Lei Hou Juanzi Li ELM 51 3 0 17 Jun 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 18 0 0 31 May 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 39 1 0 04 May 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 112 9 0 17 Apr 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 32 4 0 15 Apr 2024
Leveraging Data Augmentation for Process Information Extraction Julian Neuberger Leonie Doll Benedict Engelmann Lars Ackermann Stefan Jablonski 35 2 0 11 Apr 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 82 0 0 18 Feb 2024
Tell2Design: A Dataset for Language-Guided Floor Plan Generation Sicong Leng Yangqiaoyu Zhou Mohammed Haroon Dupty W. Lee Sam Joyce Wei Lu 3DV 40 11 0 27 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 34 28 0 15 Nov 2023
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature Jerry Junyang Cheung Yuchen Zhuang Yinghao Li Pranav Shetty Wantian Zhao Sanjeev Grampurohit R. Ramprasad Chao Zhang AI4CE 14 11 0 13 Nov 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 38 0 0 29 Oct 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction Shiao Meng Xuming Hu Aiwei Liu Shuang Li Fukun Ma Yawen Yang Lijie Wen 47 7 0 24 Oct 2023
A Unified View of Evaluation Metrics for Structured Prediction Yunmo Chen William Gantt Tongfei Chen Aaron Steven White Benjamin Van Durme 21 7 0 20 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
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 31 53 0 04 Aug 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 37 10 0 06 Jul 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 18 4 0 16 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
Revisiting Relation Extraction in the era of Large Language Models Somin Wadhwa Silvio Amir Byron C. Wallace ReLM KELM LRM 30 140 0 08 May 2023
Asymmetric Polynomial Loss For Multi-Label Classification Yusheng Huang Jiexing Qi Xinbing Wang Zhouhan Lin 39 7 0 10 Apr 2023
DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset Hao Wang Weimin Xiong Yifan Song Dawei Zhu Yu Xia Sujian Li 25 1 0 20 Mar 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction Youmi Ma An Wang Naoaki Okazaki 31 61 0 17 Feb 2023
Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events Anthony Yazdani D. Proios H. Rouhizadeh Douglas Teodoro 21 7 0 08 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 39 15 0 05 Feb 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 54 6 0 21 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 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
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 32 14 0 18 Nov 2022
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text Xianjun Yang Ya Zhuo Julia Zuo Xinlu Zhang Stephen D. Wilson Linda R. Petzold 32 11 0 22 Oct 2022
Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen William Gantt Weiwei Gu Tongfei Chen Aaron Steven White Benjamin Van Durme 30 11 0 12 Oct 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset Hong Liu Hao Peng Zhijian Ou Juan-Zi Li Yi Huang Junlan Feng 29 6 0 27 Sep 2022
Dynamic Global Memory for Document-level Argument Extraction Xinya Du Sha Li Heng Ji 18 37 0 18 Sep 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences Peng Qi Guangtao Wang Jing Huang 24 0 0 03 Aug 2022
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 42 7 0 23 Jul 2022
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration Zhenyu Zhang Yu Bowen Haiyang Yu Tingwen Liu Cheng Fu Jingyang Li Chengguang Tang Jian Sun Yongbin Li 39 6 0 14 Jul 2022
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction Jiaxin Yu Deqing Yang Shuyu Tian 16 26 0 28 May 2022
A Survey on Neural Open Information Extraction: Current Status and Future Directions Shaowen Zhou Yu Bowen Aixin Sun Cheng Long Jingyang Li Haiyang Yu Jianguo Sun Yongbin Li 33 32 0 24 May 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu Jinho Choi 34 6 0 04 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 23 21 0 28 Apr 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 27 7 0 25 Apr 2022
KALA: Knowledge-Augmented Language Model Adaptation Minki Kang Jinheon Baek Sung Ju Hwang VLM KELM 36 34 0 22 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 36 2 0 21 Apr 2022