| 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 |
| 740 |
Distributed Representations of Tuples for Entity Resolution |
2018 |
VLDB |
0.00017358024 |
| 2,036 |
The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data |
2018 |
VLDB |
9.7066333e-05 |
| 2,214 |
Data Integration: After the Teenage Years |
2017 |
PODS |
9.2796408e-05 |
| 2,348 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
8.9903659e-05 |
| 2,758 |
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching |
2020 |
SIGMOD |
8.1668285e-05 |
| 2,759 |
Complaint-driven Training Data Debugging for Query 2.0 |
2020 |
SIGMOD |
8.1646193e-05 |
| 3,057 |
ZeroER: Entity Resolution using Zero Labeled Examples |
2020 |
SIGMOD |
7.6458287e-05 |
| 3,469 |
Deep Learning for Blocking in Entity Matching: A Design Space Exploration |
2021 |
VLDB |
7.0629476e-05 |
| 3,765 |
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins |
2022 |
VLDB |
6.7760748e-05 |
| 4,023 |
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching |
2023 |
VLDB |
6.5181292e-05 |
| 4,397 |
Smurf: Self-Service String Matching Using Random Forests |
2019 |
VLDB |
6.2142485e-05 |
| 4,462 |
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks |
2016 |
VLDB |
6.1566477e-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 |
| 5,034 |
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations |
2022 |
VLDB |
5.741974e-05 |
| 5,089 |
TCUDB: Accelerating Database with Tensor Processors |
2022 |
SIGMOD |
5.7017353e-05 |
| 5,203 |
Pattern Functional Dependencies for Data Cleaning |
2020 |
VLDB |
5.628087e-05 |
| 5,214 |
Dual-Objective Fine-Tuning of BERT for Entity Matching |
2021 |
VLDB |
5.6236713e-05 |
| 5,388 |
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples |
2021 |
SIGMOD |
5.5342724e-05 |
| 5,872 |
Demonstration of Panda: A Weakly Supervised Entity Matching System |
2021 |
VLDB |
5.2908178e-05 |
| 5,974 |
Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond |
2021 |
SIGMOD |
5.2458154e-05 |
| 6,067 |
APEx: Accuracy-Aware Differentially Private Data Exploration |
2019 |
SIGMOD |
5.2241487e-05 |
| 6,552 |
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses |
2024 |
VLDB |
5.0109216e-05 |
| 6,750 |
Entity Matching Meets Data Science: A Progress Report from the Magellan Project |
2019 |
SIGMOD |
4.936137e-05 |
| 7,135 |
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching |
2023 |
VLDB |
4.8171662e-05 |
| 7,448 |
SystemER: A Human-in-the-loop System for Explainable Entity Resolution |
2019 |
VLDB |
4.7227377e-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 |
| 7,992 |
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics |
2019 |
VLDB |
4.6082565e-05 |
| 8,094 |
FlexER: Flexible Entity Resolution for Multiple Intents |
2023 |
SIGMOD |
4.5840579e-05 |
| 8,427 |
A Critical Re-evaluation of Neural Methods for Entity Alignment |
2022 |
VLDB |
4.5095639e-05 |
| 9,224 |
VisClean: Interactive Cleaning for Progressive Visualization |
2020 |
VLDB |
4.3657563e-05 |
| 9,240 |
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries |
2025 |
VLDB |
4.3648789e-05 |
| 9,415 |
Ground Truth Inference for Weakly Supervised Entity Matching |
2023 |
SIGMOD |
4.3399748e-05 |
| 9,439 |
Rock: Cleaning Data by Embedding ML in Logic Rules |
2024 |
SIGMOD |
4.3389137e-05 |
| 9,462 |
The Battleship Approach to the Low Resource Entity Matching Problem |
2023 |
SIGMOD |
4.3324933e-05 |
| 9,463 |
BrewER: Entity Resolution On-Demand |
2023 |
VLDB |
4.3324933e-05 |
| 9,831 |
Balance-Aware Distributed String Similarity-Based Query Processing System |
2019 |
VLDB |
4.2710095e-05 |
| 10,022 |
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,040 |
3dSAGER: Geospatial Entity Resolution over 3D Objects |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,625 |
Deduplicated Sampling On-Demand |
2025 |
VLDB |
4.1905499e-05 |
| 11,120 |
FairEM360: A Suite for Responsible Entity Matching |
2024 |
VLDB |
4.1905499e-05 |
| 11,186 |
Matching Roles from Temporal Data |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,335 |
LACE: A Logical Approach to Collective Entity Resolution |
2022 |
PODS |
4.1905499e-05 |
| 11,390 |
Frost: A Platform for Benchmarking and Exploring Data Matching Results |
2022 |
VLDB |
4.1905499e-05 |
| 11,441 |
New Algorithms for Monotone Classification |
2021 |
PODS |
4.1905499e-05 |
| 11,747 |
CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching |
2018 |
VLDB |
4.1905499e-05 |