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Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment

5 July 2023

Papers citing "Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment"

41 / 41 papers shown

Title
Seeking Certainty In Uncertainty: Dual-Stage Unified Framework Solving Uncertainty in Dynamic Facial Expression Recognition Haoran Wang Xinji Mai Zeng Tao Xuan Tong Junxiong Lin ... Shaoqi Yan Qing Zhao Ziheng Zhou Shuyong Gao Wenqiang Zhang 112 1 0 24 Jun 2024
P-NAL: an Effective and Interpretable Entity Alignment Method Chuanhao Xu Jingwei Cheng Fu Zhang 93 0 0 18 Apr 2024
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport Jianheng Tang Jiexia Ye Jiajin Li Kangfei Zhao Fugee Tsung Jia Li OT 99 20 0 30 Jan 2023
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation Xin Mao Wenting Wang Yuanbin Wu Man Lan 3DV 99 36 0 19 Oct 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 109 7 0 05 Sep 2022
SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs Xiao Liu Haoyun Hong Xinghao Wang Zeyi Chen Evgeny Kharlamov Yuxiao Dong Jie Tang SSL 94 73 0 02 Mar 2022
Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Yayong Li Jie Yin Ling-Hao Chen 70 35 0 20 Jan 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 378 902 0 15 Oct 2021
A Survey on Optimal Transport for Machine Learning: Theory and Applications Luis Caicedo Torres Luiz Manella Pereira M. Amini OOD OT 87 47 0 03 Jun 2021
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 156 206 0 21 Jan 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Yogesh S Rawat M. Shah 336 524 0 15 Jan 2021
Relation-Aware Neighborhood Matching Model for Entity Alignment Yao Zhu Hongzhi Liu Zhonghai Wu Yingpeng Du 81 95 0 15 Dec 2020
Graph Optimal Transport for Cross-Domain Alignment Liqun Chen Zhe Gan Yu Cheng Linjie Li Lawrence Carin Jingjing Liu OT 115 152 0 26 Jun 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 89 135 0 22 Apr 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 368 673 0 23 Mar 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 151 114 0 18 Mar 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 91 250 0 10 Mar 2020
A Survey on Knowledge Graph-Based Recommender Systems Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He 146 751 0 28 Feb 2020
Collective Entity Alignment via Adaptive Features Weixin Zeng Xiang Zhao Jiuyang Tang Xuemin Lin 98 96 0 18 Dec 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 101 148 0 15 Oct 2019
Jointly Learning Entity and Relation Representations for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 151 158 0 20 Sep 2019
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning Zhanghan Ke Daoye Wang Qiong Yan Jimmy S. J. Ren Rynson W. H. Lau 81 216 0 03 Sep 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs Yuting Wu Xiao Liu Yansong Feng Zheng Wang Rui Yan Dongyan Zhao 169 344 0 22 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 138 848 0 08 Aug 2019
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 149 120 0 05 Jun 2019
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching Hongteng Xu Dixin Luo Lawrence Carin 102 198 0 18 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 85 270 0 13 May 2019
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels Ke Sun Zhouchen Lin Zhanxing Zhu SSL 111 276 0 28 Feb 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding Hongteng Xu Dixin Luo H. Zha Lawrence Carin 117 260 0 17 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,554 0 11 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 253 2,710 0 25 Sep 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 97 275 0 23 May 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 247 2,851 0 22 Jan 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 109 442 0 16 Aug 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 83 102 0 11 Aug 2017
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment Muhao Chen Yingtao Tian Mohan Yang C. Zaniolo 98 540 0 12 Nov 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 211 2,572 0 07 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 770 29,279 0 09 Sep 2016
Mutual Exclusivity Loss for Semi-Supervised Deep Learning Mehdi S. M. Sajjadi Mehran Javanmardi Tolga Tasdizen SSL 74 80 0 09 Jun 2016
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 187 1,771 0 03 May 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 244 4,306 0 04 Jun 2013