SystemER: A Human-in-the-loop System for Explainable Entity Resolution
Summary: SystemER: a human-in-the-loop system for explainable entity resolution that learns human-comprehensible rules for transparency, verification, and domain customization. Active learning delivers high-quality ER with few labels, and it supports flat/semi-structured data with Spark-based scale-out. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kun Qian
- 2. Lucian Popa
- 3. Prithviraj Sen
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,989 | BEER: Blocking for Effective Entity Resolution | 2021 | SIGMOD | 5.7827362e-05 |
| 5,282 | Deep Indexed Active Learning for Matching Heterogeneous Entity Representations | 2022 | VLDB | 5.5864206e-05 |
| 8,092 | Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications | 2023 | SIGMOD | 4.587921e-05 |
| 11,388 | Frost: A Platform for Benchmarking and Exploring Data Matching Results | 2022 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 712 | Magellan: Toward Building Entity Matching Management Systems | 2016 | VLDB | 0.00017732426 |
| 2,038 | The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data | 2018 | VLDB | 9.7098952e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,569 | Domain Adaptation for Deep Entity Resolution | 2022 | SIGMOD | 5.0065379e-05 |
| 814 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00016370594 |
| 754 | Distributed Representations of Tuples for Entity Resolution | 2018 | VLDB | 0.00017117211 |
| 8,958 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD | 4.4210635e-05 |
| 10,022 | In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration | 2026 | SIGMOD | 4.1945683e-05 |
| 3,140 | ZeroER: Entity Resolution using Zero Labeled Examples | 2020 | SIGMOD | 7.4841763e-05 |
| 9,896 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD | 4.2600049e-05 |
| 11,400 | CERTEM: Explaining and Debugging Black-box Entity Resolution Systems with CERTA | 2022 | VLDB | 4.1945683e-05 |
| 8,585 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD | 4.4905755e-05 |
| 5,798 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3231654e-05 |