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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
6.1973533e-05
Overall Rank
5,279 | 64.52%
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 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
4,411 LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes 2024 VLDB 6.6089506e-05
5,704 Data Discovery in Data Lakes: Operations, Indexes, Systems 2025 VLDB 6.0286769e-05
9,033 Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search 2024 VLDB 5.2322216e-05
10,063 Discovering Approximate Inclusion Dependencies 2025 VLDB 5.0851868e-05
10,510 Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach 2026 SIGMOD 4.9769913e-05
10,684 Qualitative Join Discovery in Data Lakes using Examples 2026 SIGMOD 4.9769913e-05
10,826 FedAugment: Table Augmentation Search over Decentralized Data Repositories 2026 VLDB 4.9769913e-05
10,900 Matryoshka: Uncovering Relevant Features in Data Lakes to Enhance Machine Learning Applications 2026 VLDB 4.9769913e-05
10,903 MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery 2026 VLDB 4.9769913e-05
11,090 A Theoretical Framework for Distribution-Aware Dataset Search 2025 PODS 4.9769913e-05
11,209 Table Overlap Estimation through Graph Embeddings 2025 SIGMOD 4.9769913e-05
11,331 LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes 2025 VLDB 4.9769913e-05
11,518 Determining the Largest Overlap between Tables 2024 SIGMOD 4.9769913e-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 0.00081200096
44 The R+-Tree: A Dynamic Multi-Dimensional Index for Objects 1987 VLDB 0.00045319457
178 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026620521
367 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00019876273
484 Data Integration for the Relational Web 2009 VLDB 0.00017541069
694 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00014721161
718 Finding Related Tables 2012 SIGMOD 0.00014526813
765 Table Union Search on Open Data 2018 VLDB 0.00014119196
779 To Join or Not to Join? Thinking Twice about Joins before Feature Selection 2016 SIGMOD 0.00014048128
1,038 ARDA: Automatic Relational Data Augmentation for Machine Learning 2020 VLDB 0.000123653
1,293 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.00011144991
1,319 LSH Ensemble: Internet-Scale Domain Search 2016 VLDB 0.00011042864
2,093 Sato: Contextual Semantic Type Detection in Tables 2020 VLDB 9.0593586e-05
2,160 Open Data Integration 2018 VLDB 8.9373643e-05
2,613 Auto-Join: Joining Tables by Leveraging Transformations 2017 VLDB 8.2229082e-05
2,927 Organizing Data Lakes for Navigation 2020 SIGMOD 7.8407133e-05
3,092 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6548729e-05
3,247 InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables 2013 SIGMOD 7.4922601e-05
3,255 Stitching Web Tables for Improving Matching Quality 2017 VLDB 7.4864653e-05
4,226 Scalable Discovery of Unique Column Combinations 2014 VLDB 6.7151469e-05
4,247 Divide & Conquer-based Inclusion Dependency Discovery 2015 VLDB 6.703008e-05
6,139 DataXFormer: Leveraging the Web for Semantic Transformations 2015 CIDR 5.870906e-05
7,032 Efficient Similarity Join and Search on Multi-Attribute Data 2015 SIGMOD 5.6147056e-05
12,053 CAFE: Constraint-Aware Feature Extraction from Large Databases 2020 CIDR 4.9769913e-05
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# Overall Rank Paper Year Venue
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2 10,903 MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery 2026 VLDB
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