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Corleone: Hands-Off Crowdsourcing for Entity Matching

Summary: Corleone enables hands-off crowdsourcing for entity matching, crowdsourcing the entire EM workflow with no developers. Enabling enterprise mass crowdsourcing, it supports crowdsourced RDBMS joins, model cleaning, and complex information collection. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hff0d5024ad0a295f
Venue
SIGMOD
Year
2014
Pagerank
0.00018332741
Overall Rank
433 | 97.10%
DOI
10.1145/2588555.2588576

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{gokhale_sigmod14,
        title = {{Corleone: Hands-Off Crowdsourcing for Entity Matching}},
        author = {Gokhale, Chaitanya and Das, Sanjib and Doan, AnHai and Naughton, Jeffrey F. and Rampalli, Narasimhan and Shavlik, Jude and Zhu, Xiaojin},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2588576},
        url = {https://dl.acm.org/doi/10.1145/2588555.2588576},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 59 citing papers.

Rank Citing Paper Year Venue Pagerank
134 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.00030043481
158 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00028046388
329 Can Foundation Models Wrangle Your Data? 2023 VLDB 0.00020858443
457 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.00017907103
483 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017590977
530 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00016855162
1,043 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012335114
1,391 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010816237
1,493 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010505174
1,654 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.9739611e-05
2,259 Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing 2014 VLDB 8.7362234e-05
2,475 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.410678e-05
2,514 Deep Learning for Blocking in Entity Matching: A Design Space Exploration 2021 VLDB 8.3648432e-05
3,230 Similarity Query Processing for High-Dimensional Data 2020 VLDB 7.5056037e-05
3,409 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3264601e-05
3,665 Online Entity Resolution Using an Oracle 2016 VLDB 7.1184791e-05
4,024 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.8472018e-05
4,051 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.8285415e-05
4,107 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.8026037e-05
4,171 Data Integration and Machine Learning: A Natural Synergy 2018 SIGMOD 6.7608137e-05
4,623 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.4978811e-05
4,676 Entity Resolution with Hierarchical Graph Attention Networks 2022 SIGMOD 6.4745561e-05
4,827 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.3917868e-05
5,049 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.297901e-05
5,126 Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach 2020 SIGMOD 6.261175e-05
5,326 Argonaut: Macrotask Crowdsourcing for Complex Data Processing 2015 VLDB 6.178393e-05
5,881 ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning 2016 SIGMOD 5.9588636e-05
6,187 Why Big Data Industrial Systems Need Rules and What We Can Do About It 2015 SIGMOD 5.85747e-05
6,300 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching 2023 VLDB 5.8189161e-05
6,381 Qualitative Data Cleaning 2016 VLDB 5.8066959e-05
6,397 Human-in-the-loop Data Integration 2017 VLDB 5.7989499e-05
6,937 Inspector Gadget: A Data Programming-based Labeling System for Industrial Images 2021 VLDB 5.6397218e-05
7,042 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.6142998e-05
7,052 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.6127577e-05
7,226 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.5810344e-05
7,283 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 5.5665122e-05
7,415 Data Integration and Machine Learning: A Natural Synergy 2018 VLDB 5.5332662e-05
7,500 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.5083793e-05
7,950 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4207861e-05
8,328 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.3537044e-05
8,518 Minimizing Efforts in Validating Crowd Answers 2015 SIGMOD 5.3243701e-05
8,777 Wisteria: Nurturing Scalable Data Cleaning Infrastructure 2015 VLDB 5.2792451e-05
8,951 Managing General and Individual Knowledge in Crowd Mining Applications 2015 CIDR 5.252096e-05
9,241 Deep Active Alignment of Knowledge Graph Entities and Schemata 2023 SIGMOD 5.2056825e-05
9,385 A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets 2017 VLDB 5.1868213e-05
9,565 Deduplicated Sampling On-Demand 2025 VLDB 5.1571823e-05
9,583 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.1571823e-05
10,006 Hierarchical Entity Resolution using an Oracle 2022 SIGMOD 5.0979044e-05
10,008 How to Design Robust Algorithms using Noisy Comparison Oracle 2021 VLDB 5.0979044e-05
10,110 EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning 2022 VLDB 5.0789354e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034672523
198 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025555196
244 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023314591
257 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00022962347
266 Human-powered Sorts and Joins 2012 VLDB 0.00022739124
514 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017006745
534 On Active Learning of Record Matching Packages 2010 SIGMOD 0.0001680637
749 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014265279
871 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013343705
933 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013004422
1,264 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.0001128316
2,429 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.4801295e-05
2,832 Crowd Mining 2013 SIGMOD 7.9590386e-05
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