GitTables: A Large-Scale Corpus of Relational Tables

Summary: GitTables provides ~1M relational tables from GitHub, with a path to 10M+, enabling training on offline, non-HTML relational data. Unique: semantic-type annotations from Schema.org/DBpedia enable learned type detection, schema completion, and table-to-KG benchmarks for data management. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6595
Venue: SIGMOD
Year: 2023
Pagerank: 8.1200509e-05
Overall Rank: 2,790 | 80.86%
DOI: 10.1145/3588710

Incoming Non-self Citations Over Time

Authors

1. Madelon Hulsebos (University of Amsterdam)
2. Çağatay Demiralp (Sigma Computing)
3. Paul Groth (University of Amsterdam)

BibTeX Citation

@inproceedings{hulsebos_sigmod23,
        title = {{GitTables: A Large-Scale Corpus of Relational Tables}},
        author = {Hulsebos, Madelon and Demiralp, Çağatay and Groth, Paul},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588710},
        url = {https://dl.acm.org/doi/10.1145/3588710},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,242	CHORUS: Foundation Models for Unified Data Discovery and Exploration	2024	VLDB	8.8823802e-05
2,395	OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale	2025	VLDB	8.6355093e-05
4,515	ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models	2024	VLDB	6.6492389e-05
5,466	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD	6.2075052e-05
6,118	ELEET: Efficient Learned Query Execution over Text and Tables	2024	VLDB	5.9698795e-05
7,228	Mind the Data Gap: Bridging LLMs to Enterprise Data Integration	2025	CIDR	5.66667e-05
8,860	Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation	2023	SIGMOD	5.3564029e-05
8,906	Unveiling Challenges for LLMs in Enterprise Data Engineering	2026	VLDB	5.3483178e-05
9,067	Making Table Understanding Work in Practice	2022	CIDR	5.3251649e-05
9,972	Cents: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding	2025	VLDB	5.1845938e-05
10,080	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	5.158939e-05
10,287	Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach	2026	SIGMOD	5.093636e-05
10,399	Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations	2026	SIGMOD	5.093636e-05
10,431	AutoDDG: Automated Dataset Description Generation using Large Language Models	2026	SIGMOD	5.093636e-05
10,774	PLM4NDV: Minimizing Data Access for Number of Distinct Values Estimation with Pre-trained Language Models	2025	SIGMOD	5.093636e-05
10,783	Table Overlap Estimation through Graph Embeddings	2025	SIGMOD	5.093636e-05
10,806	AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators	2025	VLDB	5.093636e-05
11,167	Determining the Largest Overlap between Tables	2024	SIGMOD	5.093636e-05
11,406	Steered Training Data Generation for Learned Semantic Type Detection	2023	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
91	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00034838835
397	TURL: Table Understanding through Representation Learning	2021	VLDB	0.00019278189
3,271	Ten Years of WebTables	2018	VLDB	7.5779937e-05
4,687	Knowledge Graphs 2021: A Data Odyssey	2021	VLDB	6.5620198e-05

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#	Overall Rank	Paper	Year	Venue
1	6,545	DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models	2024	SIGMOD
2	91	WebTables: Exploring the Power of Tables on the Web	2008	VLDB
3	9,067	Making Table Understanding Work in Practice	2022	CIDR
4	3,073	DeepJoin: Joinable Table Discovery with Pre-trained Language Models	2023	VLDB
5	2,099	Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks	2024	SIGMOD
6	753	Recovering Semantics of Tables on the Web	2011	VLDB
7	1,402	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD
8	739	Finding Related Tables	2012	SIGMOD
9	317	Annotating and Searching Web Tables Using Entities, Types and Relationships	2010	VLDB
10	5,466	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD