Ground Truth Inference for Weakly Supervised Entity Matching

13 November 2022

Alexander Bendeck

Papers citing "Ground Truth Inference for Weakly Supervised Entity Matching"

25 / 25 papers shown

Title
Learning Hyper Label Model for Programmatic Weak Supervision Renzhi Wu Sheng Chen Jieyu Zhang Xu Chu 43 17 0 27 Jul 2022
Learning to be a Statistician: Learned Estimator for Number of Distinct Values Renzhi Wu Bolin Ding Xu Chu Zhewei Wei Xiening Dai Tao Guan Jingren Zhou 41 12 0 06 Feb 2022
Learning to Solve Hard Minimal Problems Petr Hrubý Timothy Duff A. Leykin Tomas Pajdla 87 32 0 06 Dec 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 57 113 0 23 Sep 2021
End-to-End Weak Supervision Salva Rühling Cachay Benedikt Boecking A. Dubrawski NoLa 56 41 0 05 Jul 2021
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization Shahana Ibrahim Xiao Fu 34 9 0 14 Jun 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition Yinghao Li Pranav Shetty Lu Liu Chao Zhang Le Song NoLa 41 34 0 26 May 2021
Exploiting Transitivity Constraints for Entity Matching in Knowledge Graphs J. Baas Mehdi Dastani A. Feelders 30 3 0 22 Apr 2021
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization Xuezhe Ma ODL 51 31 0 28 Sep 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 48 113 0 30 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 70 381 0 01 Apr 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y. Fu Mayee F. Chen Frederic Sala Sarah Hooper Kayvon Fatahalian Christopher Ré OffRL 72 115 0 27 Feb 2020
Strength from Weakness: Fast Learning Using Weak Supervision Joshua Robinson Stefanie Jegelka S. Sra 56 32 0 19 Feb 2020
ZeroER: Entity Resolution using Zero Labeled Examples Renzhi Wu Sanya Chaba Saurabh Sawlani Xu Chu Saravanan Thirumuruganathan 40 91 0 16 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 119 840 0 08 Aug 2019
GOGGLES: Automatic Image Labeling with Affinity Coding Nilaksh Das Sanya Chaba Renzhi Wu Sakshi Gandhi Duen Horng Chau Xu Chu VLM 50 33 0 11 Mar 2019
Training Complex Models with Multi-Task Weak Supervision Alexander Ratner Braden Hancock Jared A. Dunnmon Frederic Sala Shreyash Pandey Christopher Ré 46 212 0 05 Oct 2018
modAL: A modular active learning framework for Python Tivadar Danka P. Horváth 41 105 0 02 May 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 73 1,027 0 28 Nov 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 474 14,302 0 02 Dec 2016
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 183 716 0 25 May 2016
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 123 290 0 03 Feb 2015
Understanding Random Forests: From Theory to Practice Gilles Louppe 101 742 0 28 Jul 2014
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases Simon Lacoste-Julien Konstantina Palla Alex O. Davies Gjergji Kasneci T. Graepel Zoubin Ghahramani 75 194 0 19 Jul 2012
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 352 25,621 0 09 Jun 2011