FlexER: Flexible Entity Resolution for Multiple Intents

Summary: MIER extends ER to multiple intents, enabling downstream interpretations beyond a single view. FlexER builds a multiplex intent-based pair graph and uses a GNN for multi-label resolution; introduces a large-scale benchmark (plus two standard benchmarks) and beats universal ER SOTA. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6607
Venue: SIGMOD
Year: 2023
Pagerank: 5.705818e-05
Overall Rank: 7,092 | 51.35%
DOI: 10.1145/3588722

Incoming Non-self Citations Over Time

Authors

1. Bar Genossar (Technion)
2. Roee Shraga (Northeastern University)
3. Avigdor Gal (Technion)

BibTeX Citation

@inproceedings{genossar_sigmod23,
        title = {{FlexER: Flexible Entity Resolution for Multiple Intents}},
        author = {Genossar, Bar and Shraga, Roee and Gal, Avigdor},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588722},
        url = {https://dl.acm.org/doi/10.1145/3588722},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,990	Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V	2023	VLDB	6.4105738e-05
6,118	ELEET: Efficient Learned Query Execution over Text and Tables	2024	VLDB	5.9698795e-05
10,248	Generalized Entity Matching with Adaptivity via Large Language Models	2026	SIGMOD	5.093636e-05
10,566	ALER: An Active Learning Hybrid System for Efficient Entity Resolution	2026	VLDB	5.093636e-05
10,987	OmniMatch: Joinability Discovery in Data Products	2025	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
141	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.0002964847
176	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00027191081
489	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.0001761456
529	Magellan: Toward Building Entity Matching Management Systems	2016	VLDB	0.00017096361
626	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB	0.00015656958
699	Data Integration with Uncertainty	2007	VLDB	0.0001487423
1,248	Entity Matching: How Similar Is Similar	2011	VLDB	0.00011498301
1,402	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD	0.00010888094
1,465	Synthesizing Entity Matching Rules by Examples	2018	VLDB	0.00010689571
2,120	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	9.1406654e-05
2,463	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching	2020	SIGMOD	8.5486912e-05
2,475	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	8.5277654e-05
3,514	On-the-Fly Entity-Aware Query Processing in the Presence of Linkage	2010	VLDB	7.3540873e-05
4,447	Dual-Objective Fine-Tuning of BERT for Entity Matching	2021	VLDB	6.6984471e-05
4,966	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	6.4225454e-05
5,830	Exploiting Context Analysis for Combining Multiple Entity Resolution Systems	2009	SIGMOD	6.0734178e-05
7,325	ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation	2020	VLDB	5.6443833e-05
8,271	Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into People	2016	SIGMOD	5.4574671e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	10,566	ALER: An Active Learning Hybrid System for Efficient Entity Resolution	2026	VLDB
2	4,590	Entity Resolution with Hierarchical Graph Attention Networks	2022	SIGMOD
3	10,049	Towards Interpretable and Learnable Risk Analysis for Entity Resolution	2020	SIGMOD
4	7,415	SystemER: A Human-in-the-loop System for Explainable Entity Resolution	2019	VLDB
5	10,318	In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration	2026	SIGMOD
6	489	Distributed Representations of Tuples for Entity Resolution	2018	VLDB
7	5,730	Domain Adaptation for Deep Entity Resolution	2022	SIGMOD
8	8,592	Robust Entity Resolution using Random Graphs	2018	SIGMOD
9	2,290	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD
10	5,830	Exploiting Context Analysis for Combining Multiple Entity Resolution Systems	2009	SIGMOD