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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
4843
Venue
SIGMOD
Year
2014
Pagerank
0.00018464913
Overall Rank
439 | 96.99%
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
141 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.0002964847
176 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00027191081
420 Can Foundation Models Wrangle Your Data? 2023 VLDB 0.00018789852
489 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.0001761456
529 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00017096361
582 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00016148948
1,323 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011152602
1,402 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010888094
1,465 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010689571
1,643 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 0.00010134956
2,219 Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing 2014 VLDB 8.9303727e-05
2,463 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.5486912e-05
2,475 Deep Learning for Blocking in Entity Matching: A Design Space Exploration 2021 VLDB 8.5277654e-05
3,310 Similarity Query Processing for High-Dimensional Data 2020 VLDB 7.5363562e-05
3,496 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3634471e-05
3,602 Online Entity Resolution Using an Oracle 2016 VLDB 7.2691521e-05
3,971 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.9835263e-05
3,983 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.9739851e-05
4,023 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.949387e-05
4,100 Data Integration and Machine Learning: A Natural Synergy 2018 SIGMOD 6.9016092e-05
4,538 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.6404776e-05
4,590 Entity Resolution with Hierarchical Graph Attention Networks 2022 SIGMOD 6.6150054e-05
4,940 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.4336209e-05
4,959 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.4283324e-05
5,011 Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach 2020 SIGMOD 6.4020848e-05
5,201 Argonaut: Macrotask Crowdsourcing for Complex Data Processing 2015 VLDB 6.3201995e-05
5,794 ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning 2016 SIGMOD 6.0863045e-05
6,068 Why Big Data Industrial Systems Need Rules and What We Can Do About It 2015 SIGMOD 5.9887211e-05
6,167 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching 2023 VLDB 5.9524736e-05
6,392 Qualitative Data Cleaning 2016 VLDB 5.8883971e-05
6,816 Inspector Gadget: A Data Programming-based Labeling System for Industrial Images 2021 VLDB 5.7649828e-05
6,899 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.7431609e-05
6,908 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.7415834e-05
7,083 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.7075402e-05
7,134 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 5.6942765e-05
7,357 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.6346837e-05
7,424 Data Integration and Machine Learning: A Natural Synergy 2018 VLDB 5.6214566e-05
7,493 Human-in-the-loop Data Integration 2017 VLDB 5.6046905e-05
7,788 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.5446256e-05
8,351 Minimizing Efforts in Validating Crowd Answers 2015 SIGMOD 5.4454221e-05
8,592 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.4058393e-05
8,620 Wisteria: Nurturing Scalable Data Cleaning Infrastructure 2015 VLDB 5.3991092e-05
8,788 Managing General and Individual Knowledge in Crowd Mining Applications 2015 CIDR 5.3726124e-05
9,063 Deep Active Alignment of Knowledge Graph Entities and Schemata 2023 SIGMOD 5.3251649e-05
9,206 A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets 2017 VLDB 5.3058708e-05
9,381 Deduplicated Sampling On-Demand 2025 VLDB 5.2755515e-05
9,401 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.2755515e-05
9,818 Hierarchical Entity Resolution using an Oracle 2022 SIGMOD 5.214913e-05
9,820 How to Design Robust Algorithms using Noisy Comparison Oracle 2021 VLDB 5.214913e-05
9,928 EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning 2022 VLDB 5.1955087e-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
90 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034951786
196 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025780596
248 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023278354
251 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00023261113
265 Human-powered Sorts and Joins 2012 VLDB 0.00022935368
516 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017171198
528 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00017100838
743 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014421358
852 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013604253
933 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013111293
1,270 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011388453
2,409 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.6145078e-05
2,789 Crowd Mining 2013 SIGMOD 8.1203892e-05
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