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Constructing an Interactive Natural Language Interface for Relational Databases

Summary: NaLIR: interactive NL interface for relational databases, guiding user interaction to interpret complex queries across domains. Converts NL to SQL with aggregation, nesting, and joins; validated by user studies showing practical usability for naive users. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hdec526463a6b504d
Venue
VLDB
Year
2015
Pagerank
0.0002654471
Overall Rank
180 | 98.80%
DOI
10.14778/2735508.2735516

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb15,
        title = {{Constructing an Interactive Natural Language Interface for Relational Databases}},
        author = {Li, Fei and Jagadish, H. V.},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {1},
        pages = {73--84},
        doi = {10.14778/2735508.2735516},
        url = {https://doi.org/10.14778/2735508.2735516},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 53 citing papers.

Rank Citing Paper Year Venue Pagerank
439 ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores 2016 VLDB 0.00018251249
776 Natural language to SQL: Where are we today? 2020 VLDB 0.00014063545
1,115 Foofah: Transforming Data By Example 2017 SIGMOD 0.00011964111
1,356 CatSQL: Towards Real World Natural Language to SQL Applications 2023 VLDB 0.00010925509
1,781 Duoquest: A Dual-Specification System for Expressive SQL Queries 2020 SIGMOD 9.6534325e-05
1,846 From Natural Language Processing to Neural Databases 2021 VLDB 9.513089e-05
1,866 ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems 2024 VLDB 9.481643e-05
1,877 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 9.4533419e-05
2,011 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.1896169e-05
2,777 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.0302257e-05
3,282 A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems 2021 SIGMOD 7.4563046e-05
3,353 MT-Teql: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations 2022 VLDB 7.3901226e-05
3,421 Ava: From Data to Insights Through Conversation 2017 CIDR 7.3146932e-05
3,521 Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins 2022 VLDB 7.2351481e-05
4,687 Provenance for Natural Language Queries 2017 VLDB 6.4706848e-05
4,694 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.4654925e-05
4,864 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 6.3770469e-05
5,120 State of the Art and Open Challenges in Natural Language Interfaces to Data 2020 SIGMOD 6.2651231e-05
5,138 Verifying Text Summaries of Relational Data Sets 2019 SIGMOD 6.2579762e-05
5,155 An In-Depth Benchmarking of Text-to-SQL Systems 2021 SIGMOD 6.250495e-05
5,158 Facilitating SQL Query Composition and Analysis 2020 SIGMOD 6.2492918e-05
5,227 Natural Language Data Management and Interfaces: Recent Development and Open Challenges 2017 SIGMOD 6.2199469e-05
5,508 SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence 2025 VLDB 6.0997019e-05
5,544 Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency 2025 SIGMOD 6.0887243e-05
5,576 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 6.0789878e-05
5,587 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.0754379e-05
5,764 Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition 2018 VLDB 6.0030951e-05
5,862 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 5.9675576e-05
6,093 Interactive Browsing and Navigation in Relational Databases 2016 VLDB 5.8894913e-05
6,125 Exploratory Querying of Extended Knowledge Graphs 2016 VLDB 5.8787728e-05
6,656 Natural Language Querying of Complex Business Intelligence Queries 2019 SIGMOD 5.7188709e-05
7,012 Reliable Text-to-SQL with Adaptive Abstention 2025 SIGMOD 5.6218378e-05
7,317 NLProveNAns: Natural Language Provenance for Non-Answers 2018 VLDB 5.554755e-05
7,862 Bootstrapping an End-to-End Natural Language Interface for Databases 2019 SIGMOD 5.4375452e-05
7,950 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4207861e-05
7,952 The Power of Constraints in Natural Language to SQL Translation 2025 VLDB 5.4198293e-05
9,143 Constructing Expressive Relational Queries with Dual-Specification Synthesis 2020 CIDR 5.2203147e-05
9,173 Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans 2021 SIGMOD 5.2135302e-05
9,304 Sphinteract: Resolving Ambiguities in NL2SQL Through User Interaction 2025 VLDB 5.1978532e-05
9,663 ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations 2018 VLDB 5.1453267e-05
9,940 NLProv: Natural Language Provenance 2016 VLDB 5.1062975e-05
10,129 ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation 2025 VLDB 5.0751052e-05
10,171 Towards Autonomous, Hands-Free Data Exploration 2020 CIDR 5.0682654e-05
10,585 PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL 2026 SIGMOD 4.9793485e-05
10,594 Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding 2026 SIGMOD 4.9793485e-05
12,022 DatAgent: The Imminent Age of Intelligent Data Assistants 2021 VLDB 4.9793485e-05
12,040 DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks 2021 VLDB 4.9793485e-05
12,051 Toward Pure Natural Language Interaction with Databases 2020 CIDR 4.9793485e-05
12,075 Analysis of Database Search Systems with THOR 2020 SIGMOD 4.9793485e-05
12,087 An Ontology-Based Conversation System for Knowledge Bases 2020 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

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