| 459 |
Distributed Representations of Tuples for Entity Resolution |
2018 |
VLDB |
65 |
0.00017863654 |
| 695 |
NADEEF: A Commodity Data Cleaning System |
2013 |
SIGMOD |
58 |
0.00014679058 |
| 972 |
The Data Civilizer System |
2017 |
CIDR |
56 |
0.00012742827 |
| 988 |
Towards Certain Fixes with Editing Rules and Master Data |
2010 |
VLDB |
37 |
0.00012643318 |
| 1,099 |
KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing |
2015 |
SIGMOD |
48 |
0.00012008783 |
| 1,148 |
Graph Pattern Matching: From Intractable to Polynomial Time |
2010 |
VLDB |
34 |
0.00011777466 |
| 1,306 |
Detecting Data Errors: Where are we and what needs to be done? |
2016 |
VLDB |
51 |
0.00011076619 |
| 1,358 |
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes |
2023 |
CIDR |
19 |
0.00010902306 |
| 1,489 |
Synthesizing Entity Matching Rules by Examples |
2018 |
VLDB |
31 |
0.00010480559 |
| 1,717 |
Querying Shortest Paths on Time Dependent Road Networks |
2019 |
VLDB |
17 |
9.7867948e-05 |
| 1,731 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
38 |
9.7585913e-05 |
| 1,993 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
27 |
9.2224853e-05 |
| 2,117 |
The Dawn of Natural Language to SQL: Are We Fully Ready? |
2024 |
VLDB |
24 |
9.0012524e-05 |
| 2,202 |
Graph Stream Summarization: From Big Bang to Big Crunch |
2016 |
SIGMOD |
16 |
8.861907e-05 |
| 2,216 |
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning |
2023 |
SIGMOD |
21 |
8.8249841e-05 |
| 2,429 |
BigDansing: A System for Big Data Cleansing |
2015 |
SIGMOD |
34 |
8.4657925e-05 |
| 2,520 |
Deep Learning for Blocking in Entity Matching: A Design Space Exploration |
2021 |
VLDB |
25 |
8.3343971e-05 |
| 2,523 |
Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation |
2022 |
VLDB |
37 |
8.3316032e-05 |
| 2,785 |
Interaction between Record Matching and Data Repairing |
2011 |
SIGMOD |
17 |
7.9995952e-05 |
| 2,958 |
Towards Dependable Data Repairing with Fixing Rules |
2014 |
SIGMOD |
18 |
7.7991971e-05 |
| 3,166 |
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration |
2023 |
SIGMOD |
17 |
7.5597853e-05 |
| 3,307 |
Lightning Fast and Space Efficient Inequality Joins |
2015 |
VLDB |
14 |
7.4203464e-05 |
| 3,358 |
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL |
2024 |
VLDB |
22 |
7.3650961e-05 |
| 3,416 |
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - |
2018 |
VLDB |
22 |
7.3046808e-05 |
| 3,432 |
UGuide – User-Guided Discovery of FD-Detectable Errors |
2017 |
SIGMOD |
13 |
7.288198e-05 |
| 3,621 |
NADEEF/ER: Generic and Interactive Entity Resolution |
2014 |
SIGMOD |
7 |
7.1353614e-05 |
| 3,680 |
Generating Concise Entity Matching Rules |
2017 |
SIGMOD |
9 |
7.0846793e-05 |
| 3,757 |
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data |
2023 |
SIGMOD |
14 |
7.0254733e-05 |
| 3,839 |
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models |
2025 |
SIGMOD |
13 |
6.9704205e-05 |
| 3,978 |
RetClean: Retrieval-Based Data Cleaning Using LLMs and Data Lakes |
2024 |
VLDB |
8 |
6.8704139e-05 |
| 4,345 |
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks |
2021 |
SIGMOD |
15 |
6.6388774e-05 |
| 4,419 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
10 |
6.5905711e-05 |
| 4,538 |
Pattern Functional Dependencies for Data Cleaning |
2020 |
VLDB |
14 |
6.5398994e-05 |
| 4,703 |
Learned Cardinality Estimation for Similarity Queries |
2021 |
SIGMOD |
18 |
6.4458272e-05 |
| 4,890 |
Selective Data Acquisition in the Wild for Model Charging |
2022 |
VLDB |
18 |
6.3508492e-05 |
| 4,978 |
Adaptive Data Augmentation for Supervised Learning over Missing Data |
2021 |
VLDB |
9 |
6.3182056e-05 |
| 5,277 |
Dagger: A Data (not code) Debugger |
2020 |
CIDR |
12 |
6.1853307e-05 |
| 5,371 |
ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies |
2019 |
SIGMOD |
5 |
6.1428928e-05 |
| 5,466 |
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation |
2023 |
SIGMOD |
11 |
6.1038307e-05 |
| 5,517 |
KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing |
2015 |
VLDB |
9 |
6.0847011e-05 |
| 5,520 |
HAIChart: Human and AI Paired Visualization System |
2024 |
VLDB |
7 |
6.0825599e-05 |
| 5,658 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
7 |
6.0309825e-05 |
| 5,714 |
A Demo of the Data Civilizer System |
2017 |
SIGMOD |
7 |
6.0089846e-05 |
| 5,773 |
DeepEye: Creating Good Data Visualizations by Keyword Search |
2018 |
SIGMOD |
9 |
5.981599e-05 |
| 5,830 |
Domain Adaptation for Deep Entity Resolution |
2022 |
SIGMOD |
13 |
5.9627079e-05 |
| 6,156 |
NADEEF: A Generalized Data Cleaning System |
2013 |
VLDB |
13 |
5.8539963e-05 |
| 6,173 |
Automatic Data Acquisition for Deep Learning |
2021 |
VLDB |
7 |
5.8459104e-05 |
| 6,654 |
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning |
2023 |
VLDB |
9 |
5.7038474e-05 |
| 6,698 |
Controllable Tabular Data Synthesis Using Diffusion Models |
2024 |
SIGMOD |
4 |
5.6888667e-05 |
| 6,895 |
Towards Democratizing Relational Data Visualization |
2019 |
SIGMOD |
4 |
5.6382396e-05 |
| 7,028 |
Are Large Language Models a Good Replacement of Taxonomies? |
2024 |
VLDB |
4 |
5.6012052e-05 |
| 7,115 |
LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning |
2026 |
VLDB |
2 |
5.580601e-05 |
| 7,281 |
Learned Data-aware Image Representations of Line Charts for Similarity Search |
2023 |
SIGMOD |
7 |
5.5510601e-05 |
| 7,292 |
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework |
2025 |
VLDB |
9 |
5.5484494e-05 |
| 7,310 |
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics |
2019 |
VLDB |
7 |
5.5432586e-05 |
| 7,606 |
Data Imputation with Limited Data Redundancy Using Data Lakes |
2025 |
VLDB |
4 |
5.4698748e-05 |
| 7,667 |
MisDetect: Iterative Mislabel Detection using Early Loss |
2024 |
VLDB |
5 |
5.4565877e-05 |
| 7,785 |
LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes |
2024 |
VLDB |
2 |
5.4359188e-05 |
| 7,870 |
CoClean: Collaborative Data Cleaning |
2020 |
SIGMOD |
4 |
5.4200227e-05 |
| 8,498 |
DADER: Hands-Off Entity Resolution with Domain Adaptation |
2022 |
VLDB |
3 |
5.3134865e-05 |
| 9,209 |
CerFix: A System for Cleaning Data with Certain Fixes |
2011 |
VLDB |
3 |
5.1933141e-05 |
| 9,242 |
Natural Language to SQL: State of the Art and Open Problems |
2025 |
VLDB |
6 |
5.1864799e-05 |
| 9,345 |
VerifAI: Verified Generative AI |
2024 |
CIDR |
6 |
5.1769528e-05 |
| 9,510 |
VisClean: Interactive Cleaning for Progressive Visualization |
2020 |
VLDB |
8 |
5.1519019e-05 |
| 9,654 |
Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples |
2016 |
SIGMOD |
1 |
5.1310198e-05 |
| 9,711 |
Debugging Large-Scale Data Science Pipelines using Dagger |
2020 |
VLDB |
3 |
5.1244582e-05 |
| 10,200 |
Rheem: Enabling Multi-Platform Task Execution |
2016 |
SIGMOD |
7 |
5.0498046e-05 |
| 10,325 |
Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models |
2025 |
SIGMOD |
1 |
5.0241309e-05 |
| 10,875 |
Document-to-Database: Extraction Meets Relational Semantics |
2026 |
VLDB |
1 |
4.9605343e-05 |
| 11,334 |
Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation |
2025 |
VLDB |
3 |
4.9605343e-05 |
| 12,130 |
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries |
2020 |
SIGMOD |
3 |
4.9605343e-05 |
| 13,638 |
DataMosaic: An Interactive Demonstration of Constraint-Driven Document-to-Database Construction |
2026 |
VLDB |
0 |
- |
| 13,844 |
DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 - |
2020 |
VLDB |
3 |
- |
| 13,899 |
Errata for “Lightning Fast and Space Efficient Inequality Joins” (PVLDB 8(13): 2074-2085) |
2017 |
VLDB |
0 |
- |