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: 6460
Venue: SIGMOD
Year: 2022
Pagerank: 4.3006524e-05
Overall Rank: 9,683 | 32.71%
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	4.1905499e-05
10,927	k-Clustering with Comparison and Distance Oracles	2024	PODS	4.1905499e-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
219	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033354456
265	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00029904018
293	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028661817
394	Big Data Integration	2013	VLDB	0.0002447017
641	Corleone: Hands-Off Crowdsourcing for Entity Matching	2014	SIGMOD	0.00018759417
740	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017358024
799	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB	0.00016479804
854	So Who Won? Dynamic Max Discovery with the Crowd	2012	SIGMOD	0.00015879917
1,068	Probase: A Probabilistic Taxonomy for Text Understanding	2012	SIGMOD	0.00014316508
1,242	Question Selection for Crowd Entity Resolution	2013	VLDB	0.00013088272
1,842	Crowdsourcing Algorithms for Entity Resolution	2014	VLDB	0.00010342022
1,914	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD	0.00010111859
2,449	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.7909961e-05
4,101	Online Entity Resolution Using an Oracle	2016	VLDB	6.4462498e-05
4,112	Waldo: An Adaptive Human Interface for Crowd Entity Resolution	2017	SIGMOD	6.4329055e-05
4,922	Top-k Sorting Under Partial Order Information	2018	SIGMOD	5.8226327e-05
5,029	Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments	2017	SIGMOD	5.7447454e-05
6,873	Cost-Effective Data Annotation using Game-Based Crowdsourcing	2019	VLDB	4.8963037e-05
8,503	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4916115e-05
9,684	How to Design Robust Algorithms using Noisy Comparison Oracle	2021	VLDB	4.3006524e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,842	Crowdsourcing Algorithms for Entity Resolution	2014	VLDB	0.00010342022
7,253	Effective and Efficient Retrieval of Structured Entities	2020	VLDB	4.7825469e-05
1,338	Entity Matching: How Similar Is Similar	2011	VLDB	0.00012501156
4,837	Entity Resolution with Hierarchical Graph Attention Networks	2022	SIGMOD	5.8835638e-05
9,854	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD	4.2652623e-05
1,408	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012162791
3,535	Entity Resolution with Evolving Rules	2010	VLDB	6.996132e-05
3,057	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.6458287e-05
8,503	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4916115e-05
4,101	Online Entity Resolution Using an Oracle	2016	VLDB	6.4462498e-05