(Almost) All of Entity Resolution

10 August 2020

Papers citing "(Almost) All of Entity Resolution"

17 / 17 papers shown

Title
A Bayesian Approach to Linking Data Without Unique Identifiers Edwin Farley R. Gutman 14 4 0 01 Dec 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 109 92 0 21 Oct 2020
Record fusion: A learning approach Alireza Heidari George Michalopoulos Shrinu Kushagra Ihab F. Ilyas Theodoros Rekatsinas FaML 23 10 0 18 Jun 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 43 375 0 01 Apr 2020
Scalable Hierarchical Clustering with Tree Grafting Nicholas Monath Ari Kobren A. Krishnamurthy Michael R. Glass Andrew McCallum 29 37 0 31 Dec 2019
d-blink: Distributed End-to-End Bayesian Entity Resolution Neil G. Marchant Andee Kaplan Daniel N. Elazar Benjamin I. P. Rubinstein R. Steorts 24 22 0 13 Sep 2019
ZeroER: Entity Resolution using Zero Labeled Examples Renzhi Wu Sanya Chaba Saurabh Sawlani Xu Chu Saravanan Thirumuruganathan 26 91 0 16 Aug 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning Jungo Kasai Kun Qian Sairam Gurajada Yunyao Li Lucian Popa 38 137 0 17 Jun 2019
Scaling Bayesian Probabilistic Record Linkage with Post-Hoc Blocking: An Application to the California Great Registers Brendan Mcveigh Bradley Spahn Jared S. Murray 24 20 0 14 May 2019
Performance Bounds for Graphical Record Linkage R. Steorts Matt Barnes Willie Neiswanger CML 19 9 0 08 Mar 2017
Flexible Models for Microclustering with Application to Entity Resolution Giacomo Zanella Brenda Betancourt Hanna M. Wallach Jeffrey W. Miller Abbas Zaidi Beka Steorts 32 42 0 31 Oct 2016
Bayesian Estimation of Bipartite Matchings for Record Linkage Mauricio Sadinle 18 83 0 25 Jan 2016
Ethnicity sensitive author disambiguation using semi-supervised learning Gilles Louppe Hussein T. Al-Natsheh Mateusz Susik E. Maguire 14 70 0 31 Aug 2015
SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication R. Steorts Rob Hall S. Fienberg CML 52 147 0 02 Mar 2014
Feature allocations, probability functions, and paintboxes Tamara Broderick J. Pitman Michael I. Jordan 34 74 0 28 Jan 2013
A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance Andrew McCallum Kedar Bellare Fernando C Pereira 41 149 0 04 Jul 2012
A Generalized Fellegi-Sunter Framework for Multiple Record Linkage With Application to Homicide Record Systems Mauricio Sadinle S. Fienberg 45 92 0 14 May 2012