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 96 1 0 24 Jun 2024
P-NAL: an Effective and Interpretable Entity Alignment Method Chuanhao Xu Jingwei Cheng Fu Zhang 82 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 43 19 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 70 34 0 19 Oct 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 56 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 81 73 0 02 Mar 2022
Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Yayong Li Jie Yin Ling-Hao Chen 55 34 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 329 891 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 55 47 0 03 Jun 2021
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 94 189 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 311 519 0 15 Jan 2021
Relation-Aware Neighborhood Matching Model for Entity Alignment Yao Zhu Hongzhi Liu Zhonghai Wu Yingpeng Du 59 92 0 15 Dec 2020
Graph Optimal Transport for Cross-Domain Alignment Liqun Chen Zhe Gan Yu Cheng Linjie Li Lawrence Carin Jingjing Liu OT 91 152 0 26 Jun 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 60 133 0 22 Apr 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 335 669 0 23 Mar 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 78 112 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 71 247 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 134 744 0 28 Feb 2020
Collective Entity Alignment via Adaptive Features Weixin Zeng Xiang Zhao Jiuyang Tang Xuemin Lin 50 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 66 147 0 15 Oct 2019
Jointly Learning Entity and Relation Representations for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 133 156 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 39 215 0 03 Sep 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs Yuting Wu Xiao Liu Yansong Feng Zheng Wang Rui Yan Dongyan Zhao 142 341 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 119 841 0 08 Aug 2019
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 129 119 0 05 Jun 2019
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching Hongteng Xu Dixin Luo Lawrence Carin 57 195 0 18 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 66 266 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 101 276 0 28 Feb 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding Hongteng Xu Dixin Luo H. Zha Lawrence Carin 89 259 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 1.7K 94,770 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 166 2,647 0 25 Sep 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 63 273 0 23 May 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 184 2,826 0 22 Jan 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 75 437 0 16 Aug 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 53 101 0 11 Aug 2017
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment Muhao Chen Yingtao Tian Mohan Yang C. Zaniolo 61 533 0 12 Nov 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 185 2,555 0 07 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 617 29,051 0 09 Sep 2016
Mutual Exclusivity Loss for Semi-Supervised Deep Learning Mehdi S. M. Sajjadi Mehran Javanmardi Tolga Tasdizen SSL 37 80 0 09 Jun 2016
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 179 1,769 0 03 May 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 212 4,259 0 04 Jun 2013