DBScholar

Back to papers

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
0.00018323777
Overall Rank
434 | 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
132 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.00030213215
158 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00028049555
323 Can Foundation Models Wrangle Your Data? 2023 VLDB 0.00021022156
459 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.00017863654
460 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017836918
517 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00016946929
989 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012638176
1,348 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010943046
1,489 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010480559
1,650 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.9690948e-05
2,275 Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing 2014 VLDB 8.703337e-05
2,476 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.3932405e-05
2,520 Deep Learning for Blocking in Entity Matching: A Design Space Exploration 2021 VLDB 8.3343971e-05
3,244 Similarity Query Processing for High-Dimensional Data 2020 VLDB 7.479122e-05
3,414 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3058225e-05
3,672 Online Entity Resolution Using an Oracle 2016 VLDB 7.0926043e-05
4,029 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.8285702e-05
4,074 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.8062505e-05
4,080 Smurf: Self-Service String Matching Using Random Forests 2019 VLDB 6.8020845e-05
4,186 Data Integration and Machine Learning: A Natural Synergy 2018 SIGMOD 6.7408641e-05
4,626 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.480594e-05
4,691 Entity Resolution with Hierarchical Graph Attention Networks 2022 SIGMOD 6.4502667e-05
4,852 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 6.3680596e-05
5,070 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.2760011e-05
5,153 Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach 2020 SIGMOD 6.2375324e-05
5,344 Argonaut: Macrotask Crowdsourcing for Complex Data Processing 2015 VLDB 6.1575792e-05
5,868 ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning 2016 SIGMOD 5.948547e-05
6,179 Why Big Data Industrial Systems Need Rules and What We Can Do About It 2015 SIGMOD 5.8430324e-05
6,314 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching 2023 VLDB 5.7969297e-05
6,327 Qualitative Data Cleaning 2016 VLDB 5.7945802e-05
6,404 Human-in-the-loop Data Integration 2017 VLDB 5.7797097e-05
6,791 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.6647309e-05
6,959 Inspector Gadget: A Data Programming-based Labeling System for Industrial Images 2021 VLDB 5.6184124e-05
7,064 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.5930864e-05
7,074 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.5915502e-05
7,244 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.5606514e-05
7,304 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 5.5454795e-05
7,438 Data Integration and Machine Learning: A Natural Synergy 2018 VLDB 5.5123601e-05
7,601 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.4714372e-05
7,969 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4004078e-05
8,397 Deep Active Alignment of Knowledge Graph Entities and Schemata 2023 SIGMOD 5.3238057e-05
8,541 Minimizing Efforts in Validating Crowd Answers 2015 SIGMOD 5.304278e-05
8,803 Wisteria: Nurturing Scalable Data Cleaning Infrastructure 2015 VLDB 5.2598307e-05
8,972 Managing General and Individual Knowledge in Crowd Mining Applications 2015 CIDR 5.2347984e-05
9,420 A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets 2017 VLDB 5.1672232e-05
9,598 Deduplicated Sampling On-Demand 2025 VLDB 5.1376962e-05
9,617 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.1376962e-05
10,047 Hierarchical Entity Resolution using an Oracle 2022 SIGMOD 5.0786422e-05
10,049 How to Design Robust Algorithms using Noisy Comparison Oracle 2021 VLDB 5.0786422e-05
10,151 EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning 2022 VLDB 5.0597449e-05
Previous Page 1 / 2 Next

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 0.00034613457
199 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.0002551523
244 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023265795
257 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00022914527
266 Human-powered Sorts and Joins 2012 VLDB 0.00022701006
516 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00016963937
535 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00016768308
754 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014226032
873 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013306946
932 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00012981731
1,267 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011253716
2,439 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.4510942e-05
2,842 Crowd Mining 2013 SIGMOD 7.9345347e-05
Previous Page 1 / 1 Next

Semantically Similar Papers