Document-level Relation Extraction as Semantic Segmentation

7 June 2021

Ningyu Zhang

Xiang Chen

Xin Xie

Shumin Deng

Chuanqi Tan

Fei Huang

Huajun Chen

Papers citing "Document-level Relation Extraction as Semantic Segmentation"

28 / 28 papers shown

Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 59 0 0 06 May 2025
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 31 0 0 09 Apr 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
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 25 7 0 24 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
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting Shuzheng Si Shuang Zeng Baobao Chang 16 14 0 03 Jul 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
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
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 27 14 0 15 May 2023
A Frustratingly Easy Improvement for Position Embeddings via Random Padding Mingxu Tao Yansong Feng Dongyan Zhao 29 6 0 08 May 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction Youmi Ma An Wang Naoaki Okazaki 23 61 0 17 Feb 2023
A Concept Knowledge Graph for User Next Intent Prediction at Alipay Yacheng He Qianghuai Jia Lin Yuan Ruopeng Li Yixin Ou Ningyu Zhang 13 5 0 02 Jan 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
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 15 10 0 19 Oct 2022
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction Yanjie Gou Yinjie Lei Lingqiao Liu Yong Dai Chun-Yen Shen Yongqi Tong ViT 21 0 0 20 Aug 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
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction Jiaxin Yu Deqing Yang Shuyu Tian 13 26 0 28 May 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Feiyu Xiong Ningyu Zhang 29 37 0 22 May 2022
Relational Representation Learning in Visually-Rich Documents Xin Li Yan Zheng Yiqing Hu H. Cao Yunfei Wu Deqiang Jiang Yinsong Liu Bo Ren 16 12 0 05 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 18 126 0 04 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 24 36 0 04 May 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 16 97 0 21 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 11 7 0 22 Feb 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 29 42 0 10 Jan 2022
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
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 21 401 0 15 Apr 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu Xuekai Li Yuan-Fang Li Reza Haffari Guilin Qi Yujin Zhu Guoqiang Xu CLL 27 67 0 06 Jan 2021
Deep Neural Network Based Relation Extraction: An Overview Hailin Wang Ke Qin R. Zakari Guoming Lu Jin Yin 55 64 0 06 Jan 2021