EasyDR: A Human-in-the-loop Error Detection and Repair Platform for Holistic Table Cleaning
Summary: Holistic cleaning with human-in-the-loop: EasyDR detects errors and repairs via ML-guided crowdsourcing. Generates domain-aware summaries and difficulty-aware ordering; provides a declarative language to tailor targets, scope, and ML-crowd cooperation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yihai Xi
- 2. Ning Wang
- 3. Xinyu Chen
- 4. Yiyi Zhang
- 5. Zilong Wang
- 6. Zhihong Xu
- 7. Yue Wang
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,730 | UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 192 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00035692958 |
| 641 | Corleone: Hands-Off Crowdsourcing for Entity Matching | 2014 | SIGMOD | 0.00018759417 |
| 1,544 | KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing | 2015 | SIGMOD | 0.00011438274 |
| 3,071 | CrowdFill: Collecting Structured Data from the Crowd | 2014 | SIGMOD | 7.6120337e-05 |
| 7,233 | CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning | 2017 | VLDB | 4.788267e-05 |
| 7,580 | Human-in-the-loop Outlier Detection | 2020 | SIGMOD | 4.7023767e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,814 | Error Diagnosis and Data Profiling with Data X-Ray | 2015 | VLDB | 4.9130627e-05 |
| 5,738 | KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing | 2015 | VLDB | 5.3454984e-05 |
| 11,114 | Rock: Cleaning Data with both ML and Logic Rules | 2024 | VLDB | 4.1905499e-05 |
| 9,283 | Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples | 2016 | SIGMOD | 4.3598353e-05 |
| 265 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029904018 |
| 830 | Guided Data Repair | 2011 | VLDB | 0.00016125759 |
| 10,521 | Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables | 2025 | SIGMOD | 4.1905499e-05 |
| 9,576 | CoClean: Collaborative Data Cleaning | 2020 | SIGMOD | 4.3207e-05 |
| 3,690 | GDR: A System for Guided Data Repair | 2010 | SIGMOD | 6.8351349e-05 |
| 10,826 | Demonstrating Matelda for Multi-Table Error Detection | 2025 | VLDB | 4.1905499e-05 |