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Provenance for Natural Language Queries

Summary: End-to-end NL QA system delivering provenance-enabled answers with explanations tied to query provenance. Introduces two NL provenance views—factorization and summarization—turning large provenance into readable NL, with experiments and a user study on quality and scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11741
Venue
VLDB
Year
2017
Pagerank
6.6107638e-05
Overall Rank
4,602 | 68.43%
DOI
10.14778/3055540.3055548

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{deutch_vldb17,
        title = {{Provenance for Natural Language Queries}},
        author = {Deutch, Daniel and Frost, Nave and Gilad, Amir},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {5},
        pages = {577--588},
        doi = {10.14778/3055540.3055548},
        url = {https://doi.org/10.14778/3055540.3055548},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank Citing Paper Year Venue Pagerank
1,798 SMOKE: Fine-grained Lineage at Interactive Speed 2018 VLDB 9.7361937e-05
2,851 Fine-Grained, Secure and Efficient Data Provenance on Blockchain Systems 2019 VLDB 8.0462369e-05
5,396 Putting Things into Context: Rich Explanations for Query Answers using Join Graphs 2021 SIGMOD 6.2329373e-05
7,383 ExplainED: Explanations for EDA Notebooks 2020 VLDB 5.6284447e-05
8,184 FEDEX: An Explainability Framework for Data Exploration Steps 2022 VLDB 5.4709725e-05
9,193 Query-Guided Resolution in Uncertain Databases 2023 SIGMOD 5.3058708e-05
11,748 Toward Pure Natural Language Interaction with Databases 2020 CIDR 5.093636e-05
11,938 Provenance Summaries for Answers and Non-Answers 2018 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059843817
179 Constructing an Interactive Natural Language Interface for Relational Databases 2015 VLDB 0.00026838277
663 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015174751
919 Provenance and Scientific Workflows: Challenges and Opportunities 2008 SIGMOD 0.00013214041
1,571 DBNotes: A Post-It System for Relational Databases based on Provenance 2005 SIGMOD 0.00010330864
1,627 Efficient Provenance Storage 2008 SIGMOD 0.00010188097
1,752 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.8358116e-05
1,912 Querying Data Provenance 2010 SIGMOD 9.4946756e-05
2,392 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.6404947e-05
2,440 NAUDA: A Cooperative, Natural Language Interface to Relational Databases 1993 SIGMOD 8.5779647e-05
6,587 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 5.8333865e-05
6,638 Tiresias: A Demonstration of How-To Queries 2012 SIGMOD 5.8168173e-05
7,788 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.5446256e-05
7,789 Provenance: On and Behind the Screens 2016 SIGMOD 5.5440497e-05
9,241 Provenance for SQL through Abstract Interpretation: Value-less, but Worthwhile 2015 VLDB 5.3002223e-05
9,763 NLProv: Natural Language Provenance 2016 VLDB 5.2234888e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 6,587 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB
2 6,274 DBMSs Should Talk Back Too 2009 CIDR
3 11,748 Toward Pure Natural Language Interaction with Databases 2020 CIDR
4 2,602 NL2SQL is a solved problem... Not! 2024 CIDR
5 2,175 From Natural Language Processing to Neural Databases 2021 VLDB
6 806 Provenance for Aggregate Queries 2011 PODS
7 1,912 Querying Data Provenance 2010 SIGMOD
8 628 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB
9 7,175 NLProveNAns: Natural Language Provenance for Non-Answers 2018 VLDB
10 9,763 NLProv: Natural Language Provenance 2016 VLDB