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Database Principles in Information Extraction

Summary: Overview of algorithms and declarative frameworks for populating relational schemas from text, emphasizing programming abstractions for extractors. Advocates leveraging DB principles—schemas, constraints, provenance, optimization—to systematize IE, surveys recent work and future directions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1638
Venue
PODS
Year
2014
Pagerank
6.7088601e-05
Overall Rank
4,431 | 69.61%
DOI
10.1145/2594358.2594563

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{kimelfeld_pods14,
        address = {New York, NY, USA},
        series = {{PODS} '14},
        title = {{Database Principles in Information Extraction}},
        url = {https://dl.acm.org/doi/10.1145/2594358.2594563},
        doi = {10.1145/2594358.2594563},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Kimelfeld, Benny},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
2,348 Document Spanners for Extracting Incomplete Information: Expressiveness and Complexity 2018 PODS 8.7135317e-05
2,619 Constant Delay Algorithms for Regular Document Spanners 2018 PODS 8.336529e-05
11,980 Building Structured Databases of Factual Knowledge from Massive Text Corpora 2017 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049907763
50 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00043596705
319 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00021377065
717 Automatic segmentation of text into structured records 2001 SIGMOD 0.00014649121
1,043 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.0001244565
4,055 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 6.9349546e-05
4,499 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 6.6608401e-05
4,556 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.6335067e-05
4,680 Probabilistic Databases with MarkoViews 2012 VLDB 6.5675814e-05
4,752 Automatic Rule Refinement for Information Extraction 2010 VLDB 6.5235308e-05
12,228 Spanners: A Formal Framework for Information Extraction 2013 PODS 5.093636e-05
12,408 Transducing Markov Sequences 2010 PODS 5.093636e-05
Previous Page 1 / 1 Next

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