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: 6534
Venue: SIGMOD
Year: 2023
Pagerank: 7.0136102e-05
Overall Rank: 3,520 | 75.54%
DOI: 10.1145/3588710

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,003	Chorus: Foundation Models for Unified Data Discovery and Exploration	2024	VLDB	7.7358219e-05
3,978	OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale	2025	VLDB	6.5662694e-05
5,098	ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models	2024	VLDB	5.6943033e-05
5,929	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD	5.2635297e-05
7,027	Mind the Data Gap: Bridging LLMs to Enterprise Data Integration	2025	CIDR	4.8524216e-05
7,369	ELEET: Efficient Learned Query Execution over Text and Tables	2024	VLDB	4.7452331e-05
8,732	Unveiling Challenges for LLMs in Enterprise Data Engineering	2026	VLDB	4.4520434e-05
8,852	Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation	2023	SIGMOD	4.4313992e-05
8,915	Making Table Understanding Work in Practice	2022	CIDR	4.4229886e-05
9,928	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	4.2470891e-05
10,109	Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations	2026	SIGMOD	4.1905499e-05
10,142	AutoDDG: Automated Dataset Description Generation using Large Language Models	2026	SIGMOD	4.1905499e-05
10,507	PLM4NDV: Minimizing Data Access for Number of Distinct Values Estimation with Pre-trained Language Models	2025	SIGMOD	4.1905499e-05
10,519	Table Overlap Estimation through Graph Embeddings	2025	SIGMOD	4.1905499e-05
10,543	AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators	2025	VLDB	4.1905499e-05
10,759	Cents: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding	2025	VLDB	4.1905499e-05
10,954	Determining the Largest Overlap between Tables	2024	SIGMOD	4.1905499e-05
11,207	Steered Training Data Generation for Learned Semantic Type Detection	2023	SIGMOD	4.1905499e-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
108	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048345996
514	TURL: Table Understanding through Representation Learning	2021	VLDB	0.00021280726
3,163	Ten Years of WebTables	2018	VLDB	7.4611268e-05
4,630	Knowledge Graphs 2021: A Data Odyssey	2021	VLDB	6.030304e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,798	DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models	2024	SIGMOD	4.9186164e-05
108	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048345996
8,915	Making Table Understanding Work in Practice	2022	CIDR	4.4229886e-05
3,326	DeepJoin: Joinable Table Discovery with Pre-trained Language Models	2023	VLDB	7.2148323e-05
2,585	Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks	2024	SIGMOD	8.4909917e-05
1,005	Recovering Semantics of Tables on the Web	2011	VLDB	0.00014694038
1,914	Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks	2020	SIGMOD	0.00010111859
814	Finding Related Tables	2012	SIGMOD	0.00016298739
365	Annotating and Searching Web Tables Using Entities, Types and Relationships	2010	VLDB	0.00025616694
5,929	SchemaPile: A Large Collection of Relational Database Schemas	2024	SIGMOD	5.2635297e-05