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: 12656
Venue: VLDB
Year: 2022
Pagerank: 4.6067684e-05
Overall Rank: 8,008 | 44.30%
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
5,840	Logical and Physical Optimizations for SQL Query Execution over Large Language Models	2025	SIGMOD	5.3042561e-05
9,461	BrewER: Entity Resolution On-Demand	2023	VLDB	4.3366491e-05
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
11,006	FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data	2024	VLDB	4.1945683e-05
11,373	Generalized Supervised Meta-blocking	2022	VLDB	4.1945683e-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
168	MAD Skills: New Analysis Practices for Big Data	2009	VLDB	0.00038946305
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
489	Data Curation at Scale: The Data Tamer System	2013	CIDR	0.00022030728
939	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015187344
1,147	Web-scale Data Integration: You can only afford to Pay As You Go	2007	CIDR	0.00013677658
1,858	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	0.00010301124
2,514	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.6139012e-05
3,140	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.4841763e-05
3,640	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	6.8891671e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05
5,586	QuERy: A Framework for Integrating Entity Resolution with Query Processing	2016	VLDB	5.4219548e-05
7,668	Human-in-the-loop Data Integration	2017	VLDB	4.6834075e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
10,624	Evaluating Methods for Efficient Entity Count Estimation	2025	VLDB	4.1945683e-05
1,410	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012127555
10,022	In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration	2026	SIGMOD	4.1945683e-05
6,175	Query-Driven Approach to Entity Resolution	2013	VLDB	5.169496e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05
2,722	Progressive Approach to Relational Entity Resolution	2014	VLDB	8.2338356e-05
4,989	BEER: Blocking for Effective Entity Resolution	2021	SIGMOD	5.7827362e-05
3,532	Entity Resolution with Evolving Rules	2010	VLDB	7.0020216e-05
5,586	QuERy: A Framework for Integrating Entity Resolution with Query Processing	2016	VLDB	5.4219548e-05
9,461	BrewER: Entity Resolution On-Demand	2023	VLDB	4.3366491e-05