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A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling

17 October 2022

Papers citing "A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling"

31 / 31 papers shown

Title
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion Zhenwei Tang Shichao Pei Zhao Zhang Yongchun Zhu Fuzhen Zhuang Robert Hoehndorf Xiangliang Zhang 53 34 0 02 May 2022
None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou W. Lee 55 17 0 01 May 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing Wang Xu Kehai Chen Lili Mou Tiejun Zhao 44 26 0 27 Apr 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED Quzhe Huang Shibo Hao Yuan Ye Shengqi Zhu Yansong Feng Dongyan Zhao 44 32 0 17 Apr 2022
A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes Dongxu Zhang Sunil Mohan M. Torkar Andrew McCallum 40 11 0 13 Apr 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 68 99 0 21 Mar 2022
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning Kang Zhou Yuepei Li Qi Li 56 31 0 03 Mar 2022
Mixture Proportion Estimation and PU Learning: A Modern Approach Saurabh Garg Yifan Wu Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton 49 53 0 01 Nov 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding Le-le Cao Emil Larsson Vilhelm von Ehrenheim Dhiana Deva Cavalcanti Rocha Anna Martin Sonja Horn 39 5 0 07 Sep 2021
Positive-Unlabeled Classification under Class-Prior Shift: A Prior-invariant Approach Based on Density Ratio Estimation Shōta Nakajima Masashi Sugiyama 111 9 0 11 Jul 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 72 184 0 07 Jun 2021
SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction Shuang Zeng Yuting Wu Baobao Chang 99 76 0 03 Jun 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu Quan Wang Yajuan Lyu Yong Zhu Zhendong Mao 87 169 0 20 Feb 2021
Document-Level Relation Extraction with Reconstruction Wang Xu Kehai Chen Tiejun Zhao 73 107 0 21 Dec 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 83 276 0 21 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 79 228 0 29 Sep 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 85 1,768 0 31 Jul 2020
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification Tasks Like Hui M. Belkin UQCV AAML VLM 48 171 0 12 Jun 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 91 274 0 13 May 2020
Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He Wenliang Chen Yuyi Wang Wei Zhang Guanchu Wang Min Zhang SSL AI4TS 45 17 0 28 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 662 24,464 0 26 Jul 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 49 454 0 14 Jun 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 73 103 0 04 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 131 728 0 26 Sep 2018
Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error Nontawat Charoenphakdee Masashi Sugiyama 18 11 0 19 Sep 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction Pat Verga Emma Strubell Andrew McCallum 72 256 0 28 Feb 2018
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 126 3,681 0 08 Jun 2017
Improving Pairwise Ranking for Multi-label Image Classification Y. Li Yale Song Jiebo Luo 66 203 0 11 Apr 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator Ryuichi Kiryo Gang Niu M. C. D. Plessis Masashi Sugiyama 71 476 0 02 Mar 2017
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 0 05 Jan 2016