| 219 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00033354456 |
| 293 |
Deep Learning for Entity Matching: A Design Space Exploration |
2018 |
SIGMOD |
0.00028661817 |
| 516 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
0.00021194444 |
| 705 |
Magellan: Toward Building Entity Matching Management Systems |
2016 |
VLDB |
0.00017779048 |
| 740 |
Distributed Representations of Tuples for Entity Resolution |
2018 |
VLDB |
0.00017358024 |
| 788 |
ActiveClean: Interactive Data Cleaning For Statistical Modeling |
2016 |
VLDB |
0.00016618698 |
| 1,629 |
Data Cleaning: Overview and Emerging Challenges |
2016 |
SIGMOD |
0.00011073148 |
| 1,713 |
Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing |
2014 |
VLDB |
0.00010785323 |
| 1,821 |
Synthesizing Entity Matching Rules by Examples |
2018 |
VLDB |
0.00010406856 |
| 1,914 |
Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks |
2020 |
SIGMOD |
0.00010111859 |
| 2,176 |
Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services |
2017 |
SIGMOD |
9.3729351e-05 |
| 2,758 |
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching |
2020 |
SIGMOD |
8.1668285e-05 |
| 3,469 |
Deep Learning for Blocking in Entity Matching: A Design Space Exploration |
2021 |
VLDB |
7.0629476e-05 |
| 4,101 |
Online Entity Resolution Using an Oracle |
2016 |
VLDB |
6.4462498e-05 |
| 4,112 |
Waldo: An Adaptive Human Interface for Crowd Entity Resolution |
2017 |
SIGMOD |
6.4329055e-05 |
| 4,273 |
Similarity Query Processing for High-Dimensional Data |
2020 |
VLDB |
6.2932217e-05 |
| 4,397 |
Smurf: Self-Service String Matching Using Random Forests |
2019 |
VLDB |
6.2142485e-05 |
| 4,453 |
CLAMShell: Speeding up Crowds for Low-latency Data Labeling |
2016 |
VLDB |
6.1690121e-05 |
| 4,596 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.0540725e-05 |
| 4,617 |
Crowd-Based Deduplication: An Adaptive Approach |
2015 |
SIGMOD |
6.0400801e-05 |
| 4,662 |
Argonaut: Macrotask Crowdsourcing for Complex Data Processing |
2015 |
VLDB |
6.006757e-05 |
| 4,837 |
Entity Resolution with Hierarchical Graph Attention Networks |
2022 |
SIGMOD |
5.8835638e-05 |
| 4,965 |
BEER: Blocking for Effective Entity Resolution |
2021 |
SIGMOD |
5.7951166e-05 |
| 5,369 |
Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach |
2016 |
SIGMOD |
5.5436995e-05 |
| 5,454 |
QFix: Diagnosing Errors through Query Histories |
2017 |
SIGMOD |
5.4967096e-05 |
| 5,630 |
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach |
2020 |
SIGMOD |
5.4010111e-05 |
| 5,930 |
ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning |
2016 |
SIGMOD |
5.2632185e-05 |
| 6,110 |
Why Big Data Industrial Systems Need Rules and What We Can Do About It |
2015 |
SIGMOD |
5.2021568e-05 |
| 6,873 |
Cost-Effective Data Annotation using Game-Based Crowdsourcing |
2019 |
VLDB |
4.8963037e-05 |
| 6,953 |
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images |
2021 |
VLDB |
4.8817419e-05 |
| 7,013 |
Qualitative Data Cleaning |
2016 |
VLDB |
4.8576683e-05 |
| 7,116 |
Crowdsourced Data Management: Overview and Challenges |
2017 |
SIGMOD |
4.8219732e-05 |
| 7,135 |
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching |
2023 |
VLDB |
4.8171662e-05 |
| 7,187 |
Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) |
2019 |
VLDB |
4.8020046e-05 |
| 7,241 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
VLDB |
4.7867685e-05 |
| 7,580 |
Human-in-the-loop Outlier Detection |
2020 |
SIGMOD |
4.7023767e-05 |
| 7,667 |
Human-in-the-loop Data Integration |
2017 |
VLDB |
4.6791871e-05 |
| 7,780 |
A Natural Language Interface for Querying General and Individual Knowledge |
2015 |
VLDB |
4.6489024e-05 |
| 8,358 |
Minimizing Efforts in Validating Crowd Answers |
2015 |
SIGMOD |
4.5324924e-05 |
| 8,503 |
Robust Entity Resolution using Random Graphs |
2018 |
SIGMOD |
4.4916115e-05 |
| 8,590 |
Wisteria: Nurturing Scalable Data Cleaning Infrastructure |
2015 |
VLDB |
4.4851741e-05 |
| 8,690 |
Managing General and Individual Knowledge in Crowd Mining Applications |
2015 |
CIDR |
4.4618888e-05 |
| 8,910 |
Deep Active Alignment of Knowledge Graph Entities and Schemata |
2023 |
SIGMOD |
4.4229886e-05 |
| 8,913 |
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching |
2023 |
VLDB |
4.4229886e-05 |
| 9,055 |
A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets |
2017 |
VLDB |
4.3997447e-05 |
| 9,683 |
Hierarchical Entity Resolution using an Oracle |
2022 |
SIGMOD |
4.3006524e-05 |
| 9,684 |
How to Design Robust Algorithms using Noisy Comparison Oracle |
2021 |
VLDB |
4.3006524e-05 |
| 9,773 |
EasyDR: A Human-in-the-loop Error Detection and Repair Platform for Holistic Table Cleaning |
2022 |
VLDB |
4.2815042e-05 |
| 9,895 |
Towards Interpretable and Learnable Risk Analysis for Entity Resolution |
2020 |
SIGMOD |
4.2559233e-05 |
| 10,022 |
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration |
2026 |
SIGMOD |
4.1905499e-05 |