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Declarative Information Extraction Using Datalog with Embedded Extraction Predicates

Summary: Datalog with embedded extraction predicates enables modular, declarative IE, outperforming ad-hoc Perl/C++. Also, it enables statistics-driven optimization for IE programs, addressing text-specific challenges and showing empirical gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9514
Venue
VLDB
Year
2007
Pagerank
0.00028865317
Overall Rank
289 | 98.00%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
653 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018616975
668 Incremental Knowledge Base Construction Using DeepDive 2015 VLDB 0.00018428925
1,716 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 0.00010772386
1,940 Split-Correctness in Information Extraction 2019 PODS 0.00010019194
2,932 Complexity Bounds for Relational Algebra over Document Spanners 2019 PODS 7.8724421e-05
2,974 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 7.7890486e-05
3,075 Evita Raced: Metacompilation for Declarative Networks 2008 VLDB 7.6078165e-05
3,478 Functional Dependencies for Graphs 2016 SIGMOD 7.0554625e-05
3,479 Toward Best-Effort Information Extraction 2008 SIGMOD 7.053581e-05
4,105 Extracting Databases from Dark Data with DeepDive 2016 SIGMOD 6.4409563e-05
4,156 Uncertainty Management in Rule-Based Information Extraction Systems 2009 SIGMOD 6.3947765e-05
4,162 SlimShot: In-Database Probabilistic Inference for Knowledge Bases 2016 VLDB 6.386842e-05
4,384 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 6.2251088e-05
4,960 Querying Probabilistic Information Extraction 2010 VLDB 5.7992639e-05
5,406 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 5.5239588e-05
5,420 Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond 2020 VLDB 5.5154502e-05
5,629 Datalog and Emerging Applications: An Interactive Tutorial 2011 SIGMOD 5.4018902e-05
5,662 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 5.3854745e-05
6,110 Why Big Data Industrial Systems Need Rules and What We Can Do About It 2015 SIGMOD 5.2021568e-05
6,253 More Efficient Datalog Queries: Subsumptive Tabling Beats Magic Sets 2011 SIGMOD 5.1318715e-05
6,527 Automatic Rule Refinement for Information Extraction 2010 VLDB 5.0200332e-05
6,845 A framework for annotating CSV-like data 2016 VLDB 4.9045502e-05
7,369 ELEET: Efficient Learned Query Execution over Text and Tables 2024 VLDB 4.7452331e-05
8,153 When Speed Has a Price: Fast Information Extraction Using Approximate Algorithms 2013 VLDB 4.5710056e-05
8,601 OXPath: A Language for Scalable, Memory-efficient Data Extraction from Web Applications 2011 VLDB 4.4823719e-05
8,613 Synthesizing Extraction Rules from User Examples with SEER 2017 SIGMOD 4.4806551e-05
9,384 Versatile Optimization of UDF-heavy Data Flows with Sofa 2014 SIGMOD 4.3432098e-05
9,429 Database Principles in Information Extraction 2014 PODS 4.3399748e-05
9,593 Expressiveness within Sequence Datalog 2021 PODS 4.3161588e-05
9,634 Optimizing Complex Extraction Programs over Evolving Text Data 2009 SIGMOD 4.3076859e-05
11,242 Autonomously Computable Information Extraction 2023 VLDB 4.1905499e-05
11,393 Blueprint: A Constraint-solving Approach For Document Extraction 2022 VLDB 4.1905499e-05
11,763 Scalable Semantic Querying of Text 2018 VLDB 4.1905499e-05
11,852 Potential and Pitfalls of Domain-Specific Information Extraction at Web Scale 2016 SIGMOD 4.1905499e-05
12,060 Provenance-based Dictionary Refinement in Information Extraction 2013 SIGMOD 4.1905499e-05
12,123 Just-in-Time Information Extraction using Extraction Views 2012 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
228 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00032266415
759 To Search or to Crawl? Towards a Query Optimizer for Text-Centric Tasks 2006 SIGMOD 0.00017041917
774 Declarative Networking: Language, Execution and Optimization 2006 SIGMOD 0.00016775162
1,094 The Lixto Data Extraction Project - Back and Forth between Theory and Practice 2004 PODS 0.00014105105
1,716 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 0.00010772386
1,872 Diagnosis of Asynchronous Discrete Event Systems: Datalog to the Rescue! 2005 PODS 0.00010255586
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