(Almost) all of entity resolution

O Binette, RC Steorts - Science Advances, 2022 - science.org
Whether the goal is to estimate the number of people that live in a congressional district, to
estimate the number of individuals that have died in an armed conflict, or to disambiguate …

(Almost) All of Entity Resolution

O Binette, RC Steorts - arXiv preprint arXiv:2008.04443, 2020 - arxiv.org
Whether the goal is to estimate the number of people that live in a congressional district, to
estimate the number of individuals that have died in an armed conflict, or to disambiguate …

Multi-source uncertain entity resolution at yad vashem: Transforming holocaust victim reports into people

T Sagi, A Gal, O Barkol, R Bergman… - Proceedings of the 2016 …, 2016 - dl.acm.org
In this work we describe an entity resolution project performed at Yad Vashem, the central
repository of Holocaust-era information. The Yad Vashem dataset is unique with respect to …

Entity resolution with empirically motivated priors

RC Steorts - 2015 - projecteuclid.org
Databases often contain corrupted, degraded, and noisy data with duplicate entries across
and within each database. Such problems arise in citations, medical databases, genetics …

A latent dirichlet model for unsupervised entity resolution

I Bhattacharya, L Getoor - Proceedings of the 2006 SIAM international …, 2006 - SIAM
Entity resolution has received considerable attention in recent years. Given many references
to underlying entities, the goal is to predict which references correspond to the same entity …

Multi-source uncertain entity resolution: transforming holocaust victim reports into people

T Sagi, A Gal, O Barkol, R Bergman, A Avram - Information Systems, 2017 - Elsevier
In this work we present a multi-source uncertain entity resolution model and show its
implementation in a use case of Yad Vashem, the central repository of Holocaust-era …

d-blink: Distributed end-to-end Bayesian entity resolution

NG Marchant, A Kaplan, DN Elazar… - … of Computational and …, 2021 - Taylor & Francis
Entity resolution (ER; also known as record linkage or de-duplication) is the process of
merging noisy databases, often in the absence of unique identifiers. A major advancement …

Unique entity estimation with application to the Syrian conflict

B Chen, A Shrivastava, RC Steorts - The Annals of Applied Statistics, 2018 - JSTOR
Entity resolution identifies and removes duplicate entities in large, noisy databases and has
grown in both usage and new developments as a result of increased data availability …

An ensemble blocking scheme for entity resolution of large and sparse datasets

J Balaji, F Javed, M Kejriwal, C Min, S Sander… - arXiv preprint arXiv …, 2016 - arxiv.org
Entity Resolution, also called record linkage or deduplication, refers to the process of
identifying and merging duplicate versions of the same entity into a unified representation …

[PDF][PDF] A latent dirichlet allocation model for entity resolution

I Bhattacharya, L Getoor - Proc. 2005 SIAM Int. Conf. Data Mining, 2005 - Citeseer
In this paper, we address the problem of entity resolution, where given many references to
underlying objects, the task is to predict which references correspond to the same object. We …