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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
0.00026568976
Overall Rank
178 | 98.81%
DOI
10.14778/2735508.2735516
PDF
Download (CC BY-NC-ND 3.0)

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
430 ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores 2016 VLDB 0.00018415668
755 Natural language to SQL: Where are we today? 2020 VLDB 0.00014210408
1,111 Foofah: Transforming Data By Example 2017 SIGMOD 0.00011946262
1,209 CatSQL: Towards Real World Natural Language to SQL Applications 2023 VLDB 0.00011499224
1,750 Duoquest: A Dual-Specification System for Expressive SQL Queries 2020 SIGMOD 9.7140093e-05
1,815 From Natural Language Processing to Neural Databases 2021 VLDB 9.5644373e-05
1,852 ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems 2024 VLDB 9.4935131e-05
1,887 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 9.4182022e-05
1,999 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.2108564e-05
2,747 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.0453676e-05
3,246 A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems 2021 SIGMOD 7.4779968e-05
3,322 MT-Teql: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations 2022 VLDB 7.411678e-05
3,423 Ava: From Data to Insights Through Conversation 2017 CIDR 7.2974827e-05
3,524 Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins 2022 VLDB 7.215969e-05
4,345 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 6.6388774e-05
4,697 Provenance for Natural Language Queries 2017 VLDB 6.4479645e-05
4,710 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.4410629e-05
4,904 Verifying Text Summaries of Relational Data Sets 2019 SIGMOD 6.3477561e-05
4,917 Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency 2025 SIGMOD 6.3447485e-05
5,111 An In-Depth Benchmarking of Text-to-SQL Systems 2021 SIGMOD 6.2579636e-05
5,143 State of the Art and Open Challenges in Natural Language Interfaces to Data 2020 SIGMOD 6.2414745e-05
5,160 Facilitating SQL Query Composition and Analysis 2020 SIGMOD 6.2354336e-05
5,251 Natural Language Data Management and Interfaces: Recent Development and Open Challenges 2017 SIGMOD 6.1977414e-05
5,534 SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence 2025 VLDB 6.0766545e-05
5,589 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 6.0560187e-05
5,601 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.0524822e-05
5,779 Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition 2018 VLDB 5.9804127e-05
5,877 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 5.9450095e-05
6,111 Interactive Browsing and Navigation in Relational Databases 2016 VLDB 5.8672641e-05
6,140 Exploratory Querying of Extended Knowledge Graphs 2016 VLDB 5.8565602e-05
6,528 Reliable Text-to-SQL with Adaptive Abstention 2025 SIGMOD 5.7375274e-05
6,673 Natural Language Querying of Complex Business Intelligence Queries 2019 SIGMOD 5.697263e-05
7,339 NLProveNAns: Natural Language Provenance for Non-Answers 2018 VLDB 5.5337666e-05
7,883 Bootstrapping an End-to-End Natural Language Interface for Databases 2019 SIGMOD 5.4174478e-05
7,969 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4004078e-05
7,972 The Power of Constraints in Natural Language to SQL Translation 2025 VLDB 5.3993508e-05
9,155 Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans 2021 SIGMOD 5.204563e-05
9,174 Constructing Expressive Relational Queries with Dual-Specification Synthesis 2020 CIDR 5.200591e-05
9,338 Sphinteract: Resolving Ambiguities in NL2SQL Through User Interaction 2025 VLDB 5.1782134e-05
9,699 ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations 2018 VLDB 5.1258854e-05
9,980 NLProv: Natural Language Provenance 2016 VLDB 5.0870037e-05
10,170 ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation 2025 VLDB 5.0559291e-05
10,209 Towards Autonomous, Hands-Free Data Exploration 2020 CIDR 5.0491152e-05
10,658 PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL 2026 SIGMOD 4.9605343e-05
10,667 Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding 2026 SIGMOD 4.9605343e-05
12,072 DatAgent: The Imminent Age of Intelligent Data Assistants 2021 VLDB 4.9605343e-05
12,090 DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks 2021 VLDB 4.9605343e-05
12,101 Toward Pure Natural Language Interaction with Databases 2020 CIDR 4.9605343e-05
12,125 Analysis of Database Search Systems with THOR 2020 SIGMOD 4.9605343e-05
12,137 An Ontology-Based Conversation System for Knowledge Bases 2020 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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