Double Graph Based Reasoning for Document-level Relation Extraction

29 September 2020

Shuang Zeng

Runxin Xu

Baobao Chang

Lei Li

ArXiv PDF HTML

Papers citing "Double Graph Based Reasoning for Document-level Relation Extraction"

50 / 81 papers shown

Title
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 33 0 0 09 Apr 2025
COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction Zhichao Duan Tengyu Pan Zhenyu Li Xiuxing Li Jianyong Wang 58 0 0 18 Mar 2025
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction Khai Phan Tran Wen Hua Xue Li SyDa 88 0 0 18 Dec 2024
Graph-DPEP: Decomposed Plug and Ensemble Play for Few-Shot Document Relation Extraction with Graph-of-Thoughts Reasoning Tao Zhang Ning Yan Masood S. Mortazavi Hoang Nguyen Zhongfen Deng Philip S. Yu 19 0 0 05 Nov 2024
Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document Vicky Dong Hao Yu Yao Chen 29 0 0 30 Oct 2024
LLM with Relation Classifier for Document-Level Relation Extraction Xingzuo Li Kehai Chen Yunfei Long Min Zhang 28 0 0 25 Aug 2024
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction Yanxu Mao Peipei Liu Tiehan Cui 29 0 0 31 Jul 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing Hao Yue Shaopeng Lai Chengyi Yang Liang Zhang Junfeng Yao Jinsong Su 39 1 0 24 Jun 2024
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations Shiao Meng Xuming Hu Aiwei Liu Fukun Ma Yawen Yang Shuang Li Lijie Wen 44 0 0 11 Jun 2024
TTM-RE: Memory-Augmented Document-Level Relation Extraction Chufan Gao Xuan Wang Jimeng Sun 27 3 0 09 Jun 2024
Reward-based Input Construction for Cross-document Relation Extraction Byeonghu Na Suhyeon Jo Yeongmin Kim Il-Chul Moon 27 0 0 31 May 2024
Knowledge-Driven Cross-Document Relation Extraction Monika Jain Raghava Mutharaju Kuldeep Singh Ramakanth Kavuluru 23 0 0 22 May 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking N. Bouziani Shubhi Tyagi Joseph Fisher Jens Lehmann Andrea Pierleoni SyDa 32 0 0 19 Apr 2024
FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction Xudong Zhu Zhao Kang Bei Hui 32 2 0 04 Mar 2024
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Qi Sun Kun Huang Xiaocui Yang Rong Tong Kun Zhang Soujanya Poria 32 18 0 24 Jan 2024
Anaphor Assisted Document-Level Relation Extraction Chonggang Lu Richong Zhang Kai Sun Jaein Kim Cunwang Zhang Yongyi Mao 47 8 0 28 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 33 7 0 24 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 13 4 0 13 Oct 2023
Document-Level Relation Extraction with Relation Correlation Enhancement Yusheng Huang Zhouhan Lin 16 2 0 06 Oct 2023
Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? Pratik Saini Tapas Nayak Indrajit Bhattacharya 20 0 0 01 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
A Survey of Document-Level Information Extraction Hanwen Zheng Sijia Wang Lifu Huang 27 1 0 23 Sep 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 20 0 0 28 Aug 2023
DialogRE^C+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs Yiyun Xiong Mengwei Dai Fei Li Hao Fei Bobo Li Shengqiong Wu Donghong Ji Chong Teng 27 2 0 08 Aug 2023
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Ye Wang Huazheng Pan Tao Zhang Wen Wu Wen-zhong Hu 18 5 0 26 Jun 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction Haotian Chen Bingsheng Chen Xiangdong Zhou 43 6 0 20 Jun 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 13 4 0 16 Jun 2023
Rethinking Document-Level Relation Extraction: A Reality Check Jing Li Yequan Wang Shuai Zhang Min Zhang 24 12 0 15 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 714 0 14 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 24 27 0 03 Jun 2023
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction Qi Sun Kun Huang Xiaocui Yang Pengfei Hong Kun Zhang Soujanya Poria 11 8 0 18 May 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 20 1 0 20 Mar 2023
Document-level Relation Extraction with Cross-sentence Reasoning Graph Hongfei Liu Zhao Kang Lizong Zhang Ling Tian Fujun Hua 35 17 0 07 Mar 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction Youmi Ma An Wang Naoaki Okazaki 23 61 0 17 Feb 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 46 6 0 21 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 25 11 0 21 Dec 2022
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 13 4 0 20 Dec 2022
Towards Better Document-level Relation Extraction via Iterative Inference L. Zhang Jinsong Su Yidong Chen Zhongjian Miao Zijun Min Qingguo Hu X. Shi 36 11 0 26 Nov 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling Zhichao Duan Xiuxing Li Zhenyu Li Zhuo Wang Jianyong Wang 16 6 0 10 Nov 2022
Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust Haotian Chen Lingwei Zhang Yiran Liu Fanchao Chen Yang Yu AILaw ELM 30 5 0 06 Nov 2022
Entity-centered Cross-document Relation Extraction Feng Wang Fei Li Hao Fei Jingye Li Shengqiong Wu Fangfang Su Wenxuan Shi Donghong Ji Bo Cai 41 25 0 29 Oct 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng-Wei Zhang 60 7 0 28 Oct 2022
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select Yuchen Zhuang Yinghao Li Jerry Junyang Cheung Yue Yu Yingjun Mou X. Chen Le Song Chao Zhang 21 19 0 26 Oct 2022
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents Tobias Deuβer Syed Musharraf Ali L. Hillebrand Desiana Nurchalifah Basil Jacob Christian Bauckhage R. Sifa 14 14 0 17 Oct 2022
A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling Ye Wang Xin-Xin Liu Wen-zhong Hu Tao Zhang 13 19 0 17 Oct 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 13 1 0 08 Oct 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 51 82 0 07 Sep 2022
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports L. Hillebrand Tobias Deuβer T. Khameneh Bernd Kliem Rüdiger Loitz Christian Bauckhage R. Sifa 19 36 0 03 Aug 2022
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 26 7 0 23 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