Scalable Ad-hoc Entity Extraction from Text Collections
Summary: Introduces ad-hoc entity extraction where target entities come from a task-specific list, avoiding full-document processing. Proposes an inverted-index-driven pruning approach that identifies and processes only task-relevant documents, with empirical gains on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sanjay Agrawal (Microsoft)
- 2. Kaushik Chakrabarti (Microsoft)
- 3. Surajit Chaudhuri (Microsoft)
- 4. Venkatesh Ganti (Microsoft)
BibTeX Citation
@article{agrawal_vldb08,
title = {{Scalable Ad-hoc Entity Extraction from Text Collections}},
author = {Agrawal, Sanjay and Chakrabarti, Kaushik and Chaudhuri, Surajit and Ganti, Venkatesh},
journal = {PVLDB},
series = {{VLDB} '08},
volume = {1},
number = {1},
pages = {945--956},
doi = {10.14778/1454159.1454164},
url = {https://doi.org/10.14778/1454159.1454164},
year = {2008}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,934 | Pass-Join: A Partition-based Method for Similarity Joins | 2012 | VLDB | 9.341845e-05 |
| 3,512 | Efficient Approximate Entity Extraction with Edit Distance Constraints | 2009 | SIGMOD | 7.2405277e-05 |
| 4,147 | Local Similarity Search for Unstructured Text | 2016 | SIGMOD | 6.7771533e-05 |
| 5,231 | Natural Language Data Management and Interfaces: Recent Development and Open Challenges | 2017 | SIGMOD | 6.2170025e-05 |
| 5,408 | Mining Document Collections to Facilitate Accurate Approximate Entity Matching | 2009 | VLDB | 6.1429991e-05 |
| 5,551 | Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction | 2011 | SIGMOD | 6.0852227e-05 |
| 7,391 | Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries | 2010 | SIGMOD | 5.5353838e-05 |
| 9,389 | JENNER: Just-in-time Enrichment in Query Processing | 2022 | VLDB | 5.1843659e-05 |
| 10,814 | Document-to-Database: Extraction Meets Relational Semantics | 2026 | VLDB | 4.9769913e-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 |
|---|---|---|---|---|
| 168 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00027151132 |
| 201 | Efficient set joins on similarity predicates | 2004 | SIGMOD | 0.00025319937 |
| 998 | To Search or to Crawl? Towards a Query Optimizer for Text-Centric Tasks | 2006 | SIGMOD | 0.00012628727 |
| 3,501 | An Efficient Filter for Approximate Membership Checking | 2008 | SIGMOD | 7.2497317e-05 |
| 5,960 | Factorizing Complex Predicates in Queries to Exploit Indexes | 2003 | SIGMOD | 5.9305837e-05 |
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| 1 | 5,551 | Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction | 2011 | SIGMOD |
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