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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
0.00018324965
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 0.00030042569
158 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00028038831
329 Can Foundation Models Wrangle Your Data? 2023 VLDB 0.00020867521
457 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.00017899824
483 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017584249
530 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00016847532
1,044 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012329478
1,391 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010812249
1,493 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010500948
1,655 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.9694129e-05
2,260 Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing 2014 VLDB 8.7320885e-05
2,475 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.4074448e-05
2,514 Deep Learning for Blocking in Entity Matching: A Design Space Exploration 2021 VLDB 8.3610263e-05
3,232 Similarity Query Processing for High-Dimensional Data 2020 VLDB 7.5029541e-05
3,409 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3230153e-05
3,666 Online Entity Resolution Using an Oracle 2016 VLDB 7.1151622e-05
4,025 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.8439934e-05
4,053 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.8253348e-05
4,109 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.7994518e-05
4,171 Data Integration and Machine Learning: A Natural Synergy 2018 SIGMOD 6.7576159e-05
4,625 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.4948389e-05
4,679 Entity Resolution with Hierarchical Graph Attention Networks 2022 SIGMOD 6.471666e-05
4,829 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.3887613e-05
5,052 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.2949299e-05
5,129 Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach 2020 SIGMOD 6.2582129e-05
5,333 Argonaut: Macrotask Crowdsourcing for Complex Data Processing 2015 VLDB 6.1754682e-05
5,882 ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning 2016 SIGMOD 5.9560519e-05
6,190 Why Big Data Industrial Systems Need Rules and What We Can Do About It 2015 SIGMOD 5.8547344e-05
6,304 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching 2023 VLDB 5.8161615e-05
6,384 Qualitative Data Cleaning 2016 VLDB 5.8039496e-05
6,400 Human-in-the-loop Data Integration 2017 VLDB 5.7962311e-05
6,940 Inspector Gadget: A Data Programming-based Labeling System for Industrial Images 2021 VLDB 5.637052e-05
7,043 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.611642e-05
7,054 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.6101007e-05
7,228 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.5783924e-05
7,286 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 5.5638771e-05
7,418 Data Integration and Machine Learning: A Natural Synergy 2018 VLDB 5.5306468e-05
7,505 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.5057737e-05
7,954 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4182701e-05
8,335 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.35117e-05
8,524 Minimizing Efforts in Validating Crowd Answers 2015 SIGMOD 5.3218497e-05
8,785 Wisteria: Nurturing Scalable Data Cleaning Infrastructure 2015 VLDB 5.2767488e-05
8,959 Managing General and Individual Knowledge in Crowd Mining Applications 2015 CIDR 5.2496174e-05
9,251 Deep Active Alignment of Knowledge Graph Entities and Schemata 2023 SIGMOD 5.2032182e-05
9,394 A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets 2017 VLDB 5.1843659e-05
9,573 Deduplicated Sampling On-Demand 2025 VLDB 5.154741e-05
9,591 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.154741e-05
10,011 Hierarchical Entity Resolution using an Oracle 2022 SIGMOD 5.0954911e-05
10,013 How to Design Robust Algorithms using Noisy Comparison Oracle 2021 VLDB 5.0954911e-05
10,114 EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning 2022 VLDB 5.0765311e-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 0.00034670735
198 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025546182
244 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023307564
257 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00022958404
266 Human-powered Sorts and Joins 2012 VLDB 0.00022735106
514 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00016999652
534 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00016799
750 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014258988
871 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013338722
934 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00012998402
1,265 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011277921
2,430 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.4763599e-05
2,832 Crowd Mining 2013 SIGMOD 7.9554419e-05
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