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DBPal: A Fully Pluggable NL2SQL Training Pipeline

Summary: DBPal proposes a pluggable NL2SQL pipeline that automatically generates synthetic data to augment existing NL2SQL models. It improves translation accuracy and robustness, with DB-specific specialization, reducing reliance on costly labeled data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5803
Venue
SIGMOD
Year
2020
Pagerank
9.0277894e-05
Overall Rank
2,325 | 83.85%
DOI
10.1145/3318464.3380589

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
1,731 CatSQL: Towards Real World Natural Language to SQL Applications 2023 VLDB 0.00010723825
2,435 ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems 2024 VLDB 8.8218963e-05
3,506 MT-TeQL: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations 2022 VLDB 7.0301746e-05
3,636 A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems 2021 SIGMOD 6.8920532e-05
3,978 OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale 2025 VLDB 6.5662694e-05
4,829 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 5.8890126e-05
8,892 Generation of Training Examples for Tabular Natural Language Inference 2023 SIGMOD 4.4233018e-05
9,787 The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format 2024 SIGMOD 4.2799988e-05
10,774 SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence 2025 VLDB 4.1905499e-05
10,841 Natural Language to SQL: State of the Art and Open Problems 2025 VLDB 4.1905499e-05
11,544 DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks 2021 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
205 Constructing an Interactive Natural Language Interface for Relational Databases 2015 VLDB 0.00034651121
252 Snorkel: Rapid Training Data Creation with Weak Supervision 2018 VLDB 0.00030532082
535 ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores 2016 VLDB 0.00020718836
565 NaLIR: An Interactive Natural Language Interface for Querying Relational Databases 2014 SIGMOD 0.00019945986
917 Democratizing Data Science through Interactive Curation of ML Pipelines 2019 SIGMOD 0.00015324193
1,056 Cosette: An Automated Prover for SQL 2017 CIDR 0.00014391317
1,153 SQAK: Doing More with Keywords 2008 SIGMOD 0.00013633055
1,168 SODA: Generating SQL for Business Users 2012 VLDB 0.00013531301
1,686 QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques 2013 VLDB 0.0001090887
1,937 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 0.00010029154
2,253 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.1886315e-05
3,632 Ava: From Data to Insights Through Conversation 2017 CIDR 6.8961387e-05
4,020 Revisiting Reuse for Approximate Query Processing 2017 VLDB 6.5209063e-05
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1,731 CatSQL: Towards Real World Natural Language to SQL Applications 2023 VLDB 0.00010723825
2,948 Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning 2023 SIGMOD 7.8301799e-05
3,636 A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems 2021 SIGMOD 6.8920532e-05
11,544 DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks 2021 VLDB 4.1905499e-05
6,825 Natural Language Interfaces for Databases with Deep Learning 2023 VLDB 4.9095673e-05
10,841 Natural Language to SQL: State of the Art and Open Problems 2025 VLDB 4.1905499e-05
973 Natural language to SQL: Where are we today? 2020 VLDB 0.0001488435
2,819 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.0668406e-05