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 (University of Leipzig)
- 2. Andreas Thor (University of Leipzig)
- 3. Erhard Rahm (University of Leipzig)
BibTeX Citation
@article{kopcke_vldb09,
title = {{Comparative evaluation of entity resolution approaches with FEVER}},
author = {Köpcke, Hanna and Thor, Andreas and Rahm, Erhard},
journal = {PVLDB},
series = {{VLDB} '09},
doi = {10.14778/1687553.1687595},
url = {https://doi.org/10.14778/1687553.1687595},
year = {2009}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 248 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00023278354 |
| 11,586 | Frost: A Platform for Benchmarking and Exploring Data Matching Results | 2022 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 169 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.0002743469 |
| 254 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00023199211 |
| 911 | Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints | 2008 | VLDB | 0.00013283031 |
| 1,560 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00010361222 |
| 3,568 | MOMA - A Mapping-based Object Matching System | 2007 | CIDR | 7.3021209e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,611 | NADEEF/ER: Generic and Interactive Entity Resolution | 2014 | SIGMOD |
| 2 | 626 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB |
| 3 | 10,049 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD |
| 4 | 2,120 | Comparative Analysis of Approximate Blocking Techniques for Entity Resolution | 2016 | VLDB |
| 5 | 5,730 | Domain Adaptation for Deep Entity Resolution | 2022 | SIGMOD |
| 6 | 6,192 | Pre-trained Embeddings for Entity Resolution: An Experimental Analysis | 2023 | VLDB |
| 7 | 7,092 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD |
| 8 | 3,184 | Evaluating Entity Resolution Results | 2010 | VLDB |
| 9 | 5,830 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD |
| 10 | 248 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB |