Generating Concise Entity Matching Rules
Summary: Generates concise EM rules as GBFs via program synthesis from pos/neg examples, beating DNFs in conciseness. Demo: web-based customization, fast GBF synthesis, and open-source release for benchmarking against ML baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Rohit Singh
- 2. Vamsi Meduri
- 3. Ahmed Elmagarmid
- 4. Samuel Madden
- 5. Paolo Papotti
- 6. Jorge-Arnulfo Quiané-Ruiz
- 7. Armando Solar-Lezama
- 8. Nan Tang
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 293 | Deep Learning for Entity Matching: A Design Space Exploration | 2018 | SIGMOD | 0.00028661817 |
| 1,821 | Synthesizing Entity Matching Rules by Examples | 2018 | VLDB | 0.00010406856 |
| 3,397 | Automatic Data Repair: Are We Ready to Deploy? | 2024 | VLDB | 7.1386386e-05 |
| 3,716 | Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale | 2022 | SIGMOD | 6.8170433e-05 |
| 4,837 | Entity Resolution with Hierarchical Graph Attention Networks | 2022 | SIGMOD | 5.8835638e-05 |
| 6,552 | How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses | 2024 | VLDB | 5.0109216e-05 |
| 6,570 | Domain Adaptation for Deep Entity Resolution | 2022 | SIGMOD | 5.0017341e-05 |
| 9,708 | Outlier Summarization via Human Interpretable Rules | 2024 | VLDB | 4.2951473e-05 |
| 9,895 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD | 4.2559233e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 1,527 | Generic Schema Matching, Ten Years Later | 2011 | VLDB | 0.00011494604 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,762 | Natural Language Querying of Complex Business Intelligence Queries | 2019 | SIGMOD | 4.929789e-05 |
| 9,489 | Making It Tractable to Catch Duplicates and Conflicts in Graphs | 2023 | SIGMOD | 4.3300131e-05 |
| 9,415 | Ground Truth Inference for Weakly Supervised Entity Matching | 2023 | SIGMOD | 4.3399748e-05 |
| 5,207 | ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies | 2019 | SIGMOD | 5.6254804e-05 |
| 3,568 | NADEEF/ER: Generic and Interactive Entity Resolution | 2014 | SIGMOD | 6.9588883e-05 |
| 8,472 | DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition | 2018 | SIGMOD | 4.4985733e-05 |
| 3,749 | Learning Expressive Linkage Rules using Genetic Programming | 2012 | VLDB | 6.7868937e-05 |
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 8,002 | A Grammar-based Entity Representation Framework for Data Cleaning | 2009 | SIGMOD | 4.60503e-05 |
| 1,821 | Synthesizing Entity Matching Rules by Examples | 2018 | VLDB | 0.00010406856 |