A Comprehensive Survey of Document-level Relation Extraction (2016-2023)

28 September 2023

Georgeta Bordea

Antoine Doucet

Papers citing "A Comprehensive Survey of Document-level Relation Extraction (2016-2023)"

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Title
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 61 153 0 05 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
Document-level Relation Extraction with Cross-sentence Reasoning Graph Hongfei Liu Zhao Kang Lizong Zhang Ling Tian Fujun Hua 55 17 0 07 Mar 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction Youmi Ma An Wang Naoaki Okazaki 51 63 0 17 Feb 2023
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 35 4 0 20 Dec 2022
ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction Ji Qi Bin Xu Kaisheng Zeng Jinxin Liu Jifan Yu Qifang Gao Juanzi Li Lei Hou GNN 61 1 0 08 Oct 2022
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction Jiaxin Yu Deqing Yang Shuyu Tian 51 26 0 28 May 2022
Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng Sharifah Mahani Aljunied 69 68 0 25 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 66 22 0 28 Apr 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing Wang Xu Kehai Chen Lili Mou Tiejun Zhao 36 26 0 27 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 51 2 0 21 Apr 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED Quzhe Huang Shibo Hao Yuan Ye Shengqi Zhu Yansong Feng Dongyan Zhao 38 32 0 17 Apr 2022
BioRED: A Rich Biomedical Relation Extraction Dataset Ling Luo Po-Ting Lai Chih-Hsuan Wei C. Arighi Zhiyong Lu 90 127 0 08 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 48 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 43 99 0 21 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 38 7 0 22 Feb 2022
Learning Logic Rules for Document-level Relation Extraction Dongyu Ru Changzhi Sun Jiangtao Feng Lin Qiu Hao Zhou Weinan Zhang Yong Yu Lei Li NAI 44 34 0 09 Nov 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 50 47 0 24 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 200 3,971 0 28 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 63 66 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 65 184 0 07 Jun 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction Quzhe Huang Shengqi Zhu Yansong Feng Yuan Ye Yuxuan Lai Dongyan Zhao 36 50 0 03 Jun 2021
SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction Shuang Zeng Yuting Wu Baobao Chang 90 76 0 03 Jun 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu Quan Wang Yajuan Lyu Yong Zhu Zhendong Mao 65 169 0 20 Feb 2021
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai Zhiyong Lu MedIm 81 49 0 11 Jan 2021
Document-Level Relation Extraction with Reconstruction Wang Xu Kehai Chen Tiejun Zhao 65 107 0 21 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 59 41 0 08 Nov 2020
Domain-specific Knowledge Graphs: A survey Bilal Abu-Salih 64 290 0 31 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 76 276 0 21 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 68 228 0 29 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 55 59 0 26 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 56 119 0 22 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 743 41,932 0 28 May 2020
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 72 178 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
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
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 72 586 0 08 Sep 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs Fenia Christopoulou Makoto Miwa Sophia Ananiadou 42 186 0 31 Aug 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 70 410 0 18 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
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 50 316 0 05 Apr 2019
Document-Level $N$ -ary Relation Extraction with Multiscale Representation Learning Robin Jia Cliff Wong Hoifung Poon NAI 48 144 0 04 Apr 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 53 98 0 19 Feb 2019
Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen Katie Atkinson 31 16 0 02 Nov 2018
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
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 80 165 0 28 Aug 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
Relation Extraction : A Survey Sachin Sharad Pawar Girish Keshav Palshikar P. Bhattacharyya 43 127 0 14 Dec 2017