A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration

1 March 2012

Bo Zhao

Benjamin I. P. Rubinstein

Papers citing "A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration"

26 / 26 papers shown

Title
Uncertainty Management in the Construction of Knowledge Graphs: a Survey Lucas Jarnac Yoan Chabot Miguel Couceiro 49 0 0 27 May 2024
BClean: A Bayesian Data Cleaning System Jianbin Qin Sifan Huang Yaoshu Wang Jing Zhu Yifan Zhang Yukai Miao Rui Mao Makoto Onizuka Chuan Xiao 36 4 0 11 Nov 2023
Evaluating AI systems under uncertain ground truth: a case study in dermatology David Stutz A. Cemgil Abhijit Guha Roy Tatiana Matejovicova Melih Barsbey ... Yossi Matias Pushmeet Kohli Yun-Hui Liu Arnaud Doucet Alan Karthikesalingam 88 3 0 05 Jul 2023
Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data Jiacheng Huang Yao Zhao Wei Hu Zhen-Hu Ning Qijin Chen Xiaoxia Qiu Chengfu Huo Weijun Ren 45 13 0 21 Jan 2022
Data Poisoning Attacks and Defenses to Crowdsourcing Systems Minghong Fang Minghao Sun Qi Li Neil Zhenqiang Gong Jinhua Tian Jia-Wei Liu 111 36 0 18 Feb 2021
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming Alexander K. Lew Monica Agrawal David Sontag Vikash K. Mansinghka 149 28 0 23 Jul 2020
A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction Yang Zhou Tong Zhao Meng Jiang 44 3 0 11 Jun 2020
Open Knowledge Enrichment for Long-tail Entities E. Cao D. Wang Jiacheng Huang Wei Hu 73 47 0 15 Feb 2020
d-blink: Distributed End-to-End Bayesian Entity Resolution Neil G. Marchant Andee Kaplan Daniel N. Elazar Benjamin I. P. Rubinstein R. Steorts 58 23 0 13 Sep 2019
An Unsupervised Bayesian Neural Network for Truth Discovery in Social Networks Jielong Yang Wee Peng Tay BDL 53 8 0 25 Jun 2019
Massively Multilingual Transfer for NER Afshin Rahimi Yuan Li Trevor Cohn 73 9 0 01 Feb 2019
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale Stephen H. Bach Daniel Rodríguez Yintao Liu Chong Luo Haidong Shao ... Braden Hancock H. Alborzi Rahul Kuchhal Christopher Ré Rob Malkin 91 147 0 02 Dec 2018
Towards Differentially Private Truth Discovery for Crowd Sensing Systems Yaliang Li Houping Xiao Zhan Qin Chenglin Miao Lu Su Jing Gao K. Ren Bolin Ding FedML 44 29 0 10 Oct 2018
A Practical Approach to Proper Inference with Linked Data Andee Kaplan Brenda Betancourt R. Steorts 43 4 0 02 Oct 2018
Combining Restricted Boltzmann Machines with Neural Networks for Latent Truth Discovery Klaus Broelemann Gjergji Kasneci BDL UQCV 41 1 0 27 Jul 2018
Using Social Network Information in Bayesian Truth Discovery Jielong Yang Junshan Wang Wee Peng Tay 35 9 0 08 Jun 2018
Restricted Boltzmann Machines for Robust and Fast Latent Truth Discovery Klaus Broelemann Thomas Gottron Gjergji Kasneci 52 7 0 31 Dec 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 130 1,035 0 28 Nov 2017
Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation Jooyeon Kim Behzad Tabibian Alice Oh Bernhard Schölkopf Manuel Gomez Rodriguez 68 214 0 27 Nov 2017
Detecting Location Fraud in Indoor Mobile Crowdsensing Qiang Xu Rong Zheng Ezzeldin Tahoun 31 4 0 21 Aug 2017
Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities Subhabrata Mukherjee 31 2 0 26 Jul 2017
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach Liyuan Liu Xiang Ren Qi Zhu Shi Zhi Huan Gui Heng Ji Jiawei Han 121 82 0 01 Jul 2017
Truth Discovery with Memory Network Luyang Li Bing Qin Wenjing Ren Ting Liu HILM 43 14 0 07 Nov 2016
Distilling Information Reliability and Source Trustworthiness from Digital Traces Behzad Tabibian Isabel Valera Mehrdad Farajtabar Le Song Bernhard Schölkopf Manuel Gomez Rodriguez 117 40 0 24 Oct 2016
Founding Digital Currency on Imprecise Commodity Zimu Yuan Zhiwei Xu 56 0 0 29 Mar 2015
Learning from Collective Intelligence in Groups Guo-Jun Qi Charu C. Aggarwal P. Moulin Thomas Huang FedML 97 1 0 03 Oct 2012