Hierarchical Entity Resolution using an Oracle

Summary: HierER builds a tree-structured hierarchy of records, capturing duplicates and is-A/subtype-supertype relations via a triplet-similarity oracle. It minimizes queries under noise, scales to many records, and provides guarantees for hierarchical ER. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6459
Venue: SIGMOD
Year: 2022
Pagerank: 4.3047774e-05
Overall Rank: 9,683 | 32.64%
DOI: 10.1145/3514221.3526147

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,091	LLM-Powered Interactive Graph Search: A Scalable and Practical Approach	2026	SIGMOD	4.1945683e-05
10,923	k-Clustering with Comparison and Distance Oracles	2024	PODS	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 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
263	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00029862413
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
398	Big Data Integration	2013	VLDB	0.00024372588
643	Corleone: Hands-Off Crowdsourcing for Entity Matching	2014	SIGMOD	0.00018754451
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
814	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB	0.00016370594
859	So Who Won? Dynamic Max Discovery with the Crowd	2012	SIGMOD	0.00015870894
1,066	Probase: A Probabilistic Taxonomy for Text Understanding	2012	SIGMOD	0.0001433416
1,242	Question Selection for Crowd Entity Resolution	2013	VLDB	0.00013096655
1,841	Crowdsourcing Algorithms for Entity Resolution	2014	VLDB	0.00010348858
1,914	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD	0.00010109102
2,514	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.6139012e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05
4,126	Waldo: An Adaptive Human Interface for Crowd Entity Resolution	2017	SIGMOD	6.4314729e-05
4,918	Top-k Sorting Under Partial Order Information	2018	SIGMOD	5.8282325e-05
5,029	Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments	2017	SIGMOD	5.7502622e-05
6,868	Cost-Effective Data Annotation using Game-Based Crowdsourcing	2019	VLDB	4.9010083e-05
8,585	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4905755e-05
9,684	How to Design Robust Algorithms using Noisy Comparison Oracle	2021	VLDB	4.3047774e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,841	Crowdsourcing Algorithms for Entity Resolution	2014	VLDB	0.00010348858
7,256	Effective and Efficient Retrieval of Structured Entities	2020	VLDB	4.7869419e-05
1,345	Entity Matching: How Similar Is Similar	2011	VLDB	0.00012468408
4,837	Entity Resolution with Hierarchical Graph Attention Networks	2022	SIGMOD	5.8892326e-05
9,855	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD	4.269353e-05
1,410	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012127555
3,532	Entity Resolution with Evolving Rules	2010	VLDB	7.0020216e-05
3,140	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.4841763e-05
8,585	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4905755e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05