Approximate String Joins with Abbreviations
Summary: End-to-end approximate string joins (ASJ) for abbreviations: new similarity measure handling multiple full forms and an efficient filter-verification join. Unsupervised dictionary learning from inputs to bootstrap abbreviation rules; scalable, accurate, and superior to state-of-the-art on four real datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenbo Tao
- 2. Dong Deng
- 3. Michael Stonebraker
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,402 | Smurf: Self-Service String Matching Using Random Forests | 2019 | VLDB | 6.2195162e-05 |
| 5,365 | Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition | 2018 | VLDB | 5.5461187e-05 |
| 5,958 | Fine-grained Concept Linking using Neural Networks in Healthcare | 2018 | SIGMOD | 5.2563968e-05 |
| 9,563 | Towards a Unified Framework for String Similarity Joins | 2019 | VLDB | 4.3254416e-05 |
| 11,087 | Dealing with Acronyms, Abbreviations, and Typos in Real-World Entity Matching | 2024 | VLDB | 4.1945683e-05 |
| 11,656 | Autocompletion for Prefix-Abbreviated Input | 2019 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 125 | Approximate String Joins in a Database (Almost) for Free | 2001 | VLDB | 0.00044847972 |
| 266 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00029718727 |
| 1,234 | Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints | 2008 | VLDB | 0.00013122499 |
| 1,396 | Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search | 2012 | SIGMOD | 0.00012204748 |
| 2,592 | Pass-Join: A Partition-based Method for Similarity Joins | 2012 | VLDB | 8.4795761e-05 |
| 2,740 | String Similarity Joins: An Experimental Evaluation | 2014 | VLDB | 8.1980628e-05 |
| 3,451 | Learning String Transformations From Examples | 2009 | VLDB | 7.0822216e-05 |
| 3,774 | Efficient Exact Edit Similarity Query Processing with the Asymmetric Signature Scheme | 2011 | SIGMOD | 6.7757301e-05 |
| 4,216 | Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints | 2010 | VLDB | 6.3521675e-05 |
| 5,151 | String Similarity Measures and Joins with Synonyms | 2013 | SIGMOD | 5.6609851e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,430 | Approximate Joins: Concepts and Techniques | 2005 | VLDB | 4.3441378e-05 |
| 4,901 | Probabilistic String Similarity Joins | 2010 | SIGMOD | 5.8411648e-05 |
| 11,087 | Dealing with Acronyms, Abbreviations, and Typos in Real-World Entity Matching | 2024 | VLDB | 4.1945683e-05 |
| 2,592 | Pass-Join: A Partition-based Method for Similarity Joins | 2012 | VLDB | 8.4795761e-05 |
| 125 | Approximate String Joins in a Database (Almost) for Free | 2001 | VLDB | 0.00044847972 |
| 5,151 | String Similarity Measures and Joins with Synonyms | 2013 | SIGMOD | 5.6609851e-05 |
| 11,979 | Similarity Joins for Uncertain Strings | 2014 | SIGMOD | 4.1945683e-05 |
| 9,563 | Towards a Unified Framework for String Similarity Joins | 2019 | VLDB | 4.3254416e-05 |
| 4,216 | Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints | 2010 | VLDB | 6.3521675e-05 |
| 2,740 | String Similarity Joins: An Experimental Evaluation | 2014 | VLDB | 8.1980628e-05 |