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: ha12b51d851484a4e
Venue: SIGMOD
Year: 2023
Pagerank: 8.3479333e-05
Overall Rank: 2,521 | 83.06%
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 21 of 21 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,777	OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale	2025	VLDB	9.664552e-05
1,932	CHORUS: Foundation Models for Unified Data Discovery and Exploration	2024	VLDB	9.34643e-05
4,589	ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models	2024	VLDB	6.5144711e-05
5,385	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD	6.1523255e-05
5,410	ELEET: Efficient Learned Query Execution over Text and Tables	2024	VLDB	6.1408676e-05
7,301	Mind the Data Gap: Bridging LLMs to Enterprise Data Integration	2025	CIDR	5.5602724e-05
8,988	Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation	2023	SIGMOD	5.2425067e-05
9,025	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	5.2346997e-05
9,069	Unveiling Challenges for LLMs in Enterprise Data Engineering	2026	VLDB	5.2283159e-05
9,244	Making Table Understanding Work in Practice	2022	CIDR	5.2056825e-05
10,165	Cents: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding	2025	VLDB	5.0682654e-05
10,499	Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach	2026	SIGMOD	4.9793485e-05
10,595	Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations	2026	SIGMOD	4.9793485e-05
10,620	AutoDDG: Automated Dataset Description Generation using Large Language Models	2026	SIGMOD	4.9793485e-05
10,816	FedAugment: Table Augmentation Search over Decentralized Data Repositories	2026	VLDB	4.9793485e-05
10,891	Matryoshka: Uncovering Relevant Features in Data Lakes to Enhance Machine Learning Applications	2026	VLDB	4.9793485e-05
11,192	PLM4NDV: Minimizing Data Access for Number of Distinct Values Estimation with Pre-trained Language Models	2025	SIGMOD	4.9793485e-05
11,200	Table Overlap Estimation through Graph Embeddings	2025	SIGMOD	4.9793485e-05
11,219	AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators	2025	VLDB	4.9793485e-05
11,512	Determining the Largest Overlap between Tables	2024	SIGMOD	4.9793485e-05
11,720	Steered Training Data Generation for Learned Semantic Type Detection	2023	SIGMOD	4.9793485e-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
89	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00035129658
377	TURL: Table Understanding through Representation Learning	2021	VLDB	0.00019570264
3,288	Ten Years of WebTables	2018	VLDB	7.4530805e-05
4,673	Knowledge Graphs 2021: A Data Odyssey	2021	VLDB	6.4755776e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	13,584	SciTables: A Dataset and Evaluation Framework for Complex Table-to-Text Generation	2026	VLDB
2	89	WebTables: Exploring the Power of Tables on the Web	2008	VLDB
3	9,244	Making Table Understanding Work in Practice	2022	CIDR
4	2,382	DeepJoin: Joinable Table Discovery with Pre-trained Language Models	2023	VLDB
5	1,978	Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks	2024	SIGMOD
6	757	Recovering Semantics of Tables on the Web	2011	VLDB
7	1,391	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD
8	717	Finding Related Tables	2012	SIGMOD
9	316	Annotating and Searching Web Tables Using Entities, Types and Relationships	2010	VLDB
10	5,385	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD