BrewER: Entity Resolution On-Demand
Summary: BrewER enables on‑demand, prioritized entity resolution by progressively evaluating SQL selection/projection queries over dirty data and returning results as if issued on cleaned data according to a user-defined priority. Avoids full dataset cleaning for fast, resource-efficient, query-aware ER suited to interactive or frequently-changing data. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Luca Zecchini
- 2. Giovanni Simonini
- 3. Sonia Bergamaschi
- 4. Felix Naumann
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,855 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD | 4.269353e-05 |
| 10,617 | Deduplicated Sampling On-Demand | 2025 | VLDB | 4.1945683e-05 |
| 10,807 | RadlER: Deduplicated Sampling On-Demand | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 221 | Deep Entity Matching with Pre-Trained Language Models | 2021 | VLDB | 0.00033121824 |
| 300 | Deep Learning for Entity Matching: A Design Space Exploration | 2018 | SIGMOD | 0.00028441466 |
| 398 | Big Data Integration | 2013 | VLDB | 0.00024372588 |
| 712 | Magellan: Toward Building Entity Matching Management Systems | 2016 | VLDB | 0.00017732426 |
| 5,586 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 5.4219548e-05 |
| 6,175 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.169496e-05 |
| 8,008 | Entity Resolution On-Demand | 2022 | VLDB | 4.6067684e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,104 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 6.4493809e-05 |
| 10,807 | RadlER: Deduplicated Sampling On-Demand | 2025 | VLDB | 4.1945683e-05 |
| 7,450 | SystemER: A Human-in-the-loop System for Explainable Entity Resolution | 2019 | VLDB | 4.7265276e-05 |
| 10,022 | In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration | 2026 | SIGMOD | 4.1945683e-05 |
| 3,532 | Entity Resolution with Evolving Rules | 2010 | VLDB | 7.0020216e-05 |
| 2,722 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2338356e-05 |
| 3,582 | NADEEF/ER: Generic and Interactive Entity Resolution | 2014 | SIGMOD | 6.9479263e-05 |
| 4,989 | BEER: Blocking for Effective Entity Resolution | 2021 | SIGMOD | 5.7827362e-05 |
| 5,586 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 5.4219548e-05 |
| 8,008 | Entity Resolution On-Demand | 2022 | VLDB | 4.6067684e-05 |