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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
hf92dea5b812b0dde
Venue
SIGMOD
Year
2022
Pagerank
5.0954911e-05
Overall Rank
10,011 | 32.72%
DOI
10.1145/3514221.3526147

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{galhotra_sigmod22,
        title = {{Hierarchical Entity Resolution using an Oracle}},
        author = {Galhotra, Sainyam and Firmani, Donatella and Saha, Barna and Srivastava, Divesh},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526147},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526147},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,589 LLM-Powered Interactive Graph Search: A Scalable and Practical Approach 2026 SIGMOD 4.9769913e-05
11,497 k-Clustering with Comparison and Distance Oracles 2024 PODS 4.9769913e-05
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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
134 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.00030042569
158 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00028038831
198 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025546182
428 Big Data Integration 2013 VLDB 0.00018457189
433 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018324965
457 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.00017899824
623 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00015477107
750 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014258988
934 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00012998402
935 Probase: A Probabilistic Taxonomy for Text Understanding 2012 SIGMOD 0.00012998175
1,391 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010812249
1,472 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.00010553304
2,111 Comparative Analysis of Approximate Blocking Techniques for Entity Resolution 2016 VLDB 9.0194027e-05
3,409 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3230153e-05
3,666 Online Entity Resolution Using an Oracle 2016 VLDB 7.1151622e-05
4,482 Top-k Sorting Under Partial Order Information 2018 SIGMOD 6.5783263e-05
4,918 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 6.3523802e-05
7,054 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.6101007e-05
8,335 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.35117e-05
10,013 How to Design Robust Algorithms using Noisy Comparison Oracle 2021 VLDB 5.0954911e-05
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