Supervised Meta-blocking
Summary: Supervised meta-blocking learns classifiers to prune entity-resolution comparisons, beating coarse pruning. Compact feature set, low extraction cost, strong discrimination; effective with small training data; evaluated on 10 real/synthetic datasets. (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 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,977 | BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution | 2016 | VLDB | 6.5736268e-05 |
| 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 |
| 11,249 | A Randomized Blocking Structure for Streaming Record Linkage | 2023 | VLDB | 4.1945683e-05 |
| 11,373 | Generalized Supervised Meta-blocking | 2022 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061348205 |
| 125 | Approximate String Joins in a Database (Almost) for Free | 2001 | VLDB | 0.00044847972 |
| 1,252 | Principles of Dataspace Systems | 2006 | PODS | 0.00013033186 |
| 1,410 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00012127555 |
| 5,798 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3231654e-05 |
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