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)

Paper ID: 9728
Venue: VLDB
Year: 2008
Pagerank: 5.5358382e-05
Overall Rank: 5,382 | 62.60%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,588	Pass-Join: A Partition-based Method for Similarity Joins	2012	VLDB	8.4872437e-05
3,583	Efficient Approximate Entity Extraction with Edit Distance Constraints	2009	SIGMOD	6.944299e-05
4,247	Local Similarity Search for Unstructured Text	2016	SIGMOD	6.3180334e-05
4,956	Mining Document Collections to Facilitate Accurate Approximate Entity Matching	2009	VLDB	5.8044716e-05
5,071	Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction	2011	SIGMOD	5.7122974e-05
5,462	Natural Language Data Management and Interfaces: Recent Development and Open Challenges	2017	SIGMOD	5.4924596e-05
6,578	Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries	2010	SIGMOD	4.9986229e-05
9,049	JENNER: Just-in-time Enrichment in Query Processing	2022	VLDB	4.3997447e-05

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
248	Efficient set joins on similarity predicates	2004	SIGMOD	0.00030888982
264	Efficient Exact Set-Similarity Joins	2006	VLDB	0.00029950264
759	To Search or to Crawl? Towards a Query Optimizer for Text-Centric Tasks	2006	SIGMOD	0.00017041917
3,869	An Efficient Filter for Approximate Membership Checking	2008	SIGMOD	6.6776679e-05
6,076	Factorizing Complex Predicates in Queries to Exploit Indexes	2003	SIGMOD	5.2207439e-05

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2,449	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.7909961e-05
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1,736	Entity Search Engine: Towards Agile Best-Effort Information Integration over the Web	2007	CIDR	0.00010713408
11,855	Automatic Entity Recognition and Typing in Massive Text Data	2016	SIGMOD	4.1905499e-05
3,583	Efficient Approximate Entity Extraction with Edit Distance Constraints	2009	SIGMOD	6.944299e-05
4,956	Mining Document Collections to Facilitate Accurate Approximate Entity Matching	2009	VLDB	5.8044716e-05