Fine-tune Bert for DocRED with Two-step Process

26 September 2019

Papers citing "Fine-tune Bert for DocRED with Two-step Process"

50 / 53 papers shown

Title
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
Augmenting Document-level Relation Extraction with Efficient Multi-Supervision Xiangyu Lin Weijia Jia Zhiguo Gong 28 0 0 01 Jul 2024
Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach Zhen Tan Jie Peng Tianlong Chen Huan Liu 29 6 0 08 Mar 2024
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 18 1 0 17 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
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration Minseok Choi Hyesu Lim Jaegul Choo 32 2 0 25 Sep 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 25 0 0 28 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 29 110 0 31 Jul 2023
Relational Extraction on Wikipedia Tables using Convolutional and Memory Networks Arif Shahriar Rohan Saha Denilson Barbosa 3DV 13 0 0 11 Jul 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 35 715 0 14 Jun 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
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 18 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
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
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
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 28 7 0 23 Jul 2022
An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods William Hogan 24 4 0 17 Jul 2022
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning Yangkai Du Tengyu Ma Lingfei Wu Yiming Wu Xuhong Zhang Bo Long S. Ji 14 3 0 21 May 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing Wang Xu Kehai Chen Lili Mou T. Zhao 13 25 0 27 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction L. Zhang Yidong Cheng 33 2 0 21 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction L. Zhang Yidong Cheng 11 2 0 01 Apr 2022
A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction L. Zhang Yidong Cheng 3DV 17 3 0 26 Mar 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
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 13 7 0 22 Feb 2022
Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning Chao Zhao Daojian Zeng Jianling Zhu Jianhua Dai 8 15 0 13 Jan 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 18 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 16 47 0 24 Sep 2021
D-REX: Dialogue Relation Extraction with Explanations Alon Albalak Varun R. Embar Yi-Lin Tuan Lise Getoor Luu Anh Tuan 59 9 0 10 Sep 2021
Graph Based Network with Contextualized Representations of Turns in Dialogue Bongseok Lee Y. Choi 60 69 0 09 Sep 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 21 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
SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction Shuang Zeng Yuting Wu Baobao Chang 62 74 0 03 Jun 2021
Multi-view Inference for Relation Extraction with Uncertain Knowledge Bo Li Wei Ye Canming Huang Shikun Zhang 25 19 0 28 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 14 49 0 31 Mar 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 19 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
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning Markus Eberts A. Ulges 11 62 0 11 Feb 2021
Document-Level Relation Extraction with Reconstruction Wang Xu Kehai Chen T. Zhao 25 106 0 21 Dec 2020
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension Lingyong Yan Xianpei Han Le Sun Liu Fangchao Ning Bian 19 2 0 08 Dec 2020
Coarse-to-Fine Entity Representations for Document-level Relation Extraction Damai Dai Jingjing Ren Shuang Zeng Baobao Chang Zhifang Sui AI4TS 11 3 0 04 Dec 2020
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation Woohwan Jung Kyuseok Shim 11 14 0 24 Nov 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 8 38 0 08 Nov 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 18 273 0 21 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 21 223 0 29 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 16 118 0 22 Sep 2020
Entity and Evidence Guided Relation Extraction for DocRED Kevin Huang Guangtao Wang Tengyu Ma Jing Huang 17 9 0 27 Aug 2020