Entity Resolution On-Demand

Summary: BrewER enables on-demand entity resolution by answering SQL SP queries over dirty data while progressively returning results as if cleaned. It cleans entities one-by-one in ORDER BY order, enabling top-k, stop-and-resume, and substantial resource savings, with experiments on four real-world datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12657
Venue: VLDB
Year: 2022
Pagerank: 4.6089604e-05
Overall Rank: 7,930 | 44.89%
DOI: 10.14778/3523210.3523226

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,429	Logical and Physical Optimizations for SQL Query Execution over Large Language Models	2025	SIGMOD	5.511638e-05
9,463	BrewER: Entity Resolution On-Demand	2023	VLDB	4.3324933e-05
9,854	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD	4.2652623e-05
10,625	Deduplicated Sampling On-Demand	2025	VLDB	4.1905499e-05
10,812	RadlER: Deduplicated Sampling On-Demand	2025	VLDB	4.1905499e-05
11,009	FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data	2024	VLDB	4.1905499e-05
11,375	Generalized Supervised Meta-blocking	2022	VLDB	4.1905499e-05

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
169	MAD Skills: New Analysis Practices for Big Data	2009	VLDB	0.00038967371
219	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033354456
293	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028661817
488	Data Curation at Scale: The Data Tamer System	2013	CIDR	0.00022029993
936	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015197838
1,146	Web-scale Data Integration: You can only afford to Pay As You Go	2007	CIDR	0.0001367088
1,862	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	0.00010292134
2,449	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.7909961e-05
3,057	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.6458287e-05
3,469	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	7.0629476e-05
4,101	Online Entity Resolution Using an Oracle	2016	VLDB	6.4462498e-05
5,594	QuERy: A Framework for Integrating Entity Resolution with Query Processing	2016	VLDB	5.416945e-05
7,667	Human-in-the-loop Data Integration	2017	VLDB	4.6791871e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
10,632	Evaluating Methods for Efficient Entity Count Estimation	2025	VLDB	4.1905499e-05
1,408	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012162791
10,022	In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration	2026	SIGMOD	4.1905499e-05
6,179	Query-Driven Approach to Entity Resolution	2013	VLDB	5.1645342e-05
4,101	Online Entity Resolution Using an Oracle	2016	VLDB	6.4462498e-05
2,725	Progressive Approach to Relational Entity Resolution	2014	VLDB	8.2268045e-05
4,965	BEER: Blocking for Effective Entity Resolution	2021	SIGMOD	5.7951166e-05
3,535	Entity Resolution with Evolving Rules	2010	VLDB	6.996132e-05
5,594	QuERy: A Framework for Integrating Entity Resolution with Query Processing	2016	VLDB	5.416945e-05
9,463	BrewER: Entity Resolution On-Demand	2023	VLDB	4.3324933e-05