DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction

17 February 2023

Papers citing "DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction"

25 / 25 papers shown

Title
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 33 0 0 09 Apr 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
LLM with Relation Classifier for Document-Level Relation Extraction Xingzuo Li Kehai Chen Yunfei Long Min Zhang 33 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
Augmenting Document-level Relation Extraction with Efficient Multi-Supervision Xiangyu Lin Weijia Jia Zhiguo Gong 33 0 0 01 Jul 2024
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels Zixia Jia Junpeng Li Shichuan Zhang Guy Van den Broeck Zilong Zheng 40 2 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 52 1 0 11 Jun 2024
TTM-RE: Memory-Augmented Document-Level Relation Extraction Chufan Gao Xuan Wang Jimeng Sun 35 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
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer Youmi Ma An Wang Naoaki Okazaki 44 0 0 25 Apr 2024
A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents Wiam Adnan Joel Tang Yassine Bel Khayat Zouggari S. Laatiri Laurent Lam Fabien Caspani 34 0 0 16 Apr 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 35 1 0 07 Apr 2024
FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction Xudong Zhu Zhao Kang Bei Hui 37 3 0 04 Mar 2024
Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision Ryosuke Yoshida Taiga Someya Yohei Oseki 42 0 0 20 Feb 2024
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
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models Junpeng Li Zixia Jia Zilong Zheng 34 11 0 13 Nov 2023
Anaphor Assisted Document-Level Relation Extraction Chonggang Lu Richong Zhang Kai Sun Jaein Kim Cunwang Zhang Yongyi Mao 55 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 38 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 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
FRACAS: A FRench Annotated Corpus of Attribution relations in newS Ange Richard Laura Cristina Alonzo Canul François Portet 15 1 0 19 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
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 719 0 14 Jun 2023
Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng Sharifah Mahani Aljunied 46 64 0 25 May 2022
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 61 188 0 14 Jun 2018