Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans

Summary: Introduces lantern, translating query execution plans into natural language to aid DB education. Uses a declarative pool and rule-based lantern for consistent NL generation, plus neural-lantern for varied paraphrase, validated by learner studies. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6103
Venue: SIGMOD
Year: 2021
Pagerank: 4.4090643e-05
Overall Rank: 8,997 | 37.48%
DOI: 10.1145/3448016.3452822

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,790	MOCHA: A Tool for Visualizing Impact of Operator Choices in Query Execution Plans for Database Education	2022	VLDB	5.3247208e-05
7,137	Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency	2025	SIGMOD	4.8165495e-05
11,351	LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education	2022	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
203	Learned Cardinalities: Estimating Correlated Joins with Deep Learning	2019	CIDR	0.00034868567
205	Constructing an Interactive Natural Language Interface for Relational Databases	2015	VLDB	0.00034651121
454	An Overview of Query Optimization in Relational Systems	1998	PODS	0.00022796106
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
973	Natural language to SQL: Where are we today?	2020	VLDB	0.0001488435
1,421	Duoquest: A Dual-Specification System for Expressive SQL Queries	2020	SIGMOD	0.00012052759
1,673	λόγος: A System for Translating Queries into Narratives	2012	SIGMOD	0.00010940091
2,819	DBPal: A Learned NL-Interface for Databases	2018	SIGMOD	8.0668406e-05
7,719	Bootstrapping an End-to-End Natural Language Interface for Databases	2019	SIGMOD	4.6638505e-05

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6,825	Natural Language Interfaces for Databases with Deep Learning	2023	VLDB	4.9095673e-05
10,099	PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL	2026	SIGMOD	4.1905499e-05
973	Natural language to SQL: Where are we today?	2020	VLDB	0.0001488435
3,465	LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency	2025	VLDB	7.0668293e-05
2,819	DBPal: A Learned NL-Interface for Databases	2018	SIGMOD	8.0668406e-05
11,555	Toward Pure Natural Language Interaction with Databases	2020	CIDR	4.1905499e-05
10,841	Natural Language to SQL: State of the Art and Open Problems	2025	VLDB	4.1905499e-05
2,325	DBPal: A Fully Pluggable NL2SQL Training Pipeline	2020	SIGMOD	9.0277894e-05
11,665	NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education	2019	SIGMOD	4.1905499e-05
11,351	LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education	2022	SIGMOD	4.1905499e-05