Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation

21 March 2022

Hwee Tou Ng

Papers citing "Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation"

32 / 32 papers shown

Title
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 33 0 0 09 Apr 2025
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports Wenrui Cheng Tiantian Zhu Tieming Chen Qixuan Yuan J. Ying Hongmei Li Chunlin Xiong Mingda Li Mingqi Lv Yan Chen 23 1 0 15 Oct 2024
TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction Yu Zhang Zhao Kang ViT 41 0 0 01 Oct 2024
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation Jingxuan Wei Linzhuang Sun Yichong Leng Xu Tan Bihui Yu Ruifeng Guo 43 3 0 23 Apr 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 33 1 0 07 Apr 2024
Can Transformers Capture Spatial Relations between Objects? Chuan Wen Dinesh Jayaraman Yang Gao ViT 16 3 0 01 Mar 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
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
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 11 4 0 13 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 24 2 0 25 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
HistRED: A Historical Document-Level Relation Extraction Dataset Soyoung Yang Minseok Choi Youngwoo Cho Jaegul Choo 16 8 0 10 Jul 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
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
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 34 31 0 19 May 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
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction Jiannan Guo Stanley Kok Lidong Bing 19 8 0 03 Apr 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
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
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 26 14 0 18 Nov 2022
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu Xingxuan Li Megh Thakkar Xin Li Shafiq R. Joty Luo Si Lidong Bing 27 2 0 16 Nov 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 11 19 0 17 Oct 2022
Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng Sharifah Mahani Aljunied 38 64 0 25 May 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
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification Meiqi Chen Yixin Cao Kunquan Deng Mukai Li Kunpeng Wang Jing Shao Yan Zhang 16 34 0 15 Apr 2022