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MATE: Multi-Attribute Table Extraction

Summary: MATE targets table discovery with n-ary join keys, unlike unary-optimized systems. Its space-efficient Xash super-key index encodes and aggregates column-value syntax for aggressive false-positive pruning, yielding up to 60× faster discovery. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h45036f61f320fce2
Venue
VLDB
Year
2022
Pagerank
6.2899676e-05
Overall Rank
5,041 | 66.22%
DOI
10.14778/3529337.3529353
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{esmailoghli_vldb22,
        title = {{MATE: Multi-Attribute Table Extraction}},
        author = {Esmailoghli, Mahdi and Quiané-Ruiz, Jorge-Arnulfo and Abedjan, Ziawasch},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {8},
        pages = {1684--1696},
        doi = {10.14778/3529337.3529353},
        url = {https://doi.org/10.14778/3529337.3529353},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
4,419 LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes 2024 VLDB 6.5905711e-05
5,715 Data Discovery in Data Lakes: Operations, Indexes, Systems 2025 VLDB 6.0087424e-05
9,054 Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search 2024 VLDB 5.2149206e-05
10,095 Table Overlap Estimation through Graph Embeddings 2025 SIGMOD 5.068372e-05
10,096 Discovering Approximate Inclusion Dependencies 2025 VLDB 5.068372e-05
10,099 Determining the Largest Overlap between Tables 2024 SIGMOD 5.068372e-05
10,380 Alignment-Guided Largest Table Overlap Size Estimation 2027 SIGMOD 4.9605343e-05
10,576 Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach 2026 SIGMOD 4.9605343e-05
10,745 Qualitative Join Discovery in Data Lakes using Examples 2026 SIGMOD 4.9605343e-05
10,887 FedAugment: Table Augmentation Search over Decentralized Data Repositories 2026 VLDB 4.9605343e-05
10,961 Matryoshka: Uncovering Relevant Features in Data Lakes to Enhance Machine Learning Applications 2026 VLDB 4.9605343e-05
10,964 MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery 2026 VLDB 4.9605343e-05
11,151 A Theoretical Framework for Distribution-Aware Dataset Search 2025 PODS 4.9605343e-05
11,385 LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes 2025 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 cited papers.

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

Rank Cited Paper Year Venue Pagerank
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00081207565
44 The R+-Tree: A Dynamic Multi-Dimensional Index for Objects 1987 VLDB 0.00045231517
177 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026571747
367 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00019882429
484 Data Integration for the Relational Web 2009 VLDB 0.00017535511
679 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00014802
705 Finding Related Tables 2012 SIGMOD 0.00014626858
758 Table Union Search on Open Data 2018 VLDB 0.00014200657
783 To Join or Not to Join? Thinking Twice about Joins before Feature Selection 2016 SIGMOD 0.00014015599
1,041 ARDA: Automatic Relational Data Augmentation for Machine Learning 2020 VLDB 0.00012334538
1,268 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.00011243615
1,325 LSH Ensemble: Internet-Scale Domain Search 2016 VLDB 0.000110184
1,985 Sato: Contextual Semantic Type Detection in Tables 2020 VLDB 9.2378767e-05
2,097 Open Data Integration 2018 VLDB 9.0397587e-05
2,608 Auto-Join: Joining Tables by Leveraging Transformations 2017 VLDB 8.209962e-05
2,940 Organizing Data Lakes for Navigation 2020 SIGMOD 7.8206062e-05
3,093 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6378811e-05
3,231 Stitching Web Tables for Improving Matching Quality 2017 VLDB 7.4899308e-05
3,257 InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables 2013 SIGMOD 7.4732058e-05
4,245 Scalable Discovery of Unique Column Combinations 2014 VLDB 6.6958006e-05
4,264 Divide & Conquer-based Inclusion Dependency Discovery 2015 VLDB 6.6809569e-05
6,157 DataXFormer: Leveraging the Web for Semantic Transformations 2015 CIDR 5.8532316e-05
7,035 Efficient Similarity Join and Search on Multi-Attribute Data 2015 SIGMOD 5.5997831e-05
12,097 CAFE: Constraint-Aware Feature Extraction from Large Databases 2020 CIDR 4.9605343e-05
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# Overall Rank Paper Year Venue
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