In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling
Summary: Proposes OASIS, an asymptotic sequential IS method for evaluating entity resolution. Biased sampling with a Bayesian latent-variable annotator model targets informative unlabeled items, preserving convergence of F-measure, precision/recall; achieves 83% labeling reduction. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,689 | Efficient Knowledge Graph Accuracy Evaluation | 2019 | VLDB | 4.9623586e-05 |
| 11,029 | Efficient and Reliable Estimation of Knowledge Graph Accuracy | 2024 | VLDB | 4.1945683e-05 |
| 11,342 | FILA: Online Auditing of Machine Learning Model Accuracy under Finite Labelling Budget | 2022 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 319 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027781866 |
| 3,118 | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | 2015 | VLDB | 7.5379338e-05 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367331e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,497 | OASIS: An Online and Accurate Technique for Local-alignment Searches on Biological Sequences | 2003 | VLDB | 8.6472036e-05 |
| 9,212 | Ontology Assisted Crowd Mining | 2014 | VLDB | 4.3722536e-05 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367331e-05 |
| 1,242 | Question Selection for Crowd Entity Resolution | 2013 | VLDB | 0.00013096655 |
| 7,224 | OASSIS: Query Driven Crowd Mining | 2014 | SIGMOD | 4.7959024e-05 |
| 3,140 | ZeroER: Entity Resolution using Zero Labeled Examples | 2020 | SIGMOD | 7.4841763e-05 |
| 2,767 | A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching | 2020 | SIGMOD | 8.1513883e-05 |
| 5,798 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3231654e-05 |
| 6,107 | Continuously Adaptive Similarity Search | 2020 | SIGMOD | 5.2066612e-05 |
| 11,985 | Online Ordering of Overlapping Data Sources | 2014 | VLDB | 4.1945683e-05 |