Comparative evaluation of entity resolution approaches with FEVER
Summary: FEVER provides a modular evaluation platform for entity resolution, enabling reuse and reconstruction of diverse approaches. It uniquely reports both standard effectiveness (precision/recall) and configuration effort (tuning/training) to enable fair cross-method comparisons across datasets and settings. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hanna Köpcke
- 2. Andreas Thor
- 3. Erhard Rahm
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 318 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027850417 |
| 11,390 | Frost: A Platform for Benchmarking and Exploring Data Matching Results | 2022 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 264 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00029950264 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
| 1,232 | Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints | 2008 | VLDB | 0.00013133604 |
| 1,530 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011483613 |
| 3,708 | MOMA - A Mapping-based Object Matching System | 2007 | CIDR | 6.8213121e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,568 | NADEEF/ER: Generic and Interactive Entity Resolution | 2014 | SIGMOD | 6.9588883e-05 |
| 799 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00016479804 |
| 9,895 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD | 4.2559233e-05 |
| 2,449 | Comparative Analysis of Approximate Blocking Techniques for Entity Resolution | 2016 | VLDB | 8.7909961e-05 |
| 6,570 | Domain Adaptation for Deep Entity Resolution | 2022 | SIGMOD | 5.0017341e-05 |
| 6,558 | Pre-trained Embeddings for Entity Resolution: An Experimental Analysis | 2023 | VLDB | 5.0060112e-05 |
| 8,094 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD | 4.5840579e-05 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367336e-05 |
| 5,789 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3248395e-05 |
| 318 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027850417 |