| 219 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00033354456 |
| 1,914 |
Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks |
2020 |
SIGMOD |
0.00010111859 |
| 2,348 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
8.9903659e-05 |
| 2,364 |
Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries |
2020 |
SIGMOD |
8.955077e-05 |
| 3,057 |
ZeroER: Entity Resolution using Zero Labeled Examples |
2020 |
SIGMOD |
7.6458287e-05 |
| 3,397 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.1386386e-05 |
| 3,403 |
ELPIS: Graph-Based Similarity Search for Scalable Data Science |
2023 |
VLDB |
7.1338786e-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 |
| 3,834 |
Kamino: Constraint-Aware Differentially Private Data Synthesis |
2021 |
VLDB |
6.713066e-05 |
| 3,917 |
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs |
2020 |
VLDB |
6.6268463e-05 |
| 4,211 |
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration |
2023 |
SIGMOD |
6.3495931e-05 |
| 4,352 |
Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning |
2021 |
VLDB |
6.2542257e-05 |
| 4,622 |
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art |
2025 |
SIGMOD |
6.0356382e-05 |
| 4,837 |
Entity Resolution with Hierarchical Graph Attention Networks |
2022 |
SIGMOD |
5.8835638e-05 |
| 4,970 |
Leva: Boosting Machine Learning Performance with Relational Embedding Data Augmentation |
2022 |
SIGMOD |
5.7900867e-05 |
| 5,034 |
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations |
2022 |
VLDB |
5.741974e-05 |
| 5,214 |
Dual-Objective Fine-Tuning of BERT for Entity Matching |
2021 |
VLDB |
5.6236713e-05 |
| 5,872 |
Demonstration of Panda: A Weakly Supervised Entity Matching System |
2021 |
VLDB |
5.2908178e-05 |
| 6,047 |
MDedup: Duplicate Detection with Matching Dependencies |
2020 |
VLDB |
5.2355891e-05 |
| 6,558 |
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis |
2023 |
VLDB |
5.0060112e-05 |
| 6,570 |
Domain Adaptation for Deep Entity Resolution |
2022 |
SIGMOD |
5.0017341e-05 |
| 6,691 |
Parallel Discrepancy Detection and Incremental Detection |
2021 |
VLDB |
4.9573939e-05 |
| 6,696 |
Analyzing How BERT Performs Entity Matching |
2022 |
VLDB |
4.9542861e-05 |
| 6,897 |
TableDC: Deep Clustering for Tabular Data |
2025 |
SIGMOD |
4.8878659e-05 |
| 7,135 |
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching |
2023 |
VLDB |
4.8171662e-05 |
| 7,614 |
ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation |
2020 |
VLDB |
4.6916018e-05 |
| 8,008 |
Online Topic-Aware Entity Resolution Over Incomplete Data Streams |
2021 |
SIGMOD |
4.6037276e-05 |
| 8,094 |
FlexER: Flexible Entity Resolution for Multiple Intents |
2023 |
SIGMOD |
4.5840579e-05 |
| 8,158 |
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation |
2022 |
VLDB |
4.5701678e-05 |
| 8,401 |
DADER: Hands-Off Entity Resolution with Domain Adaptation |
2022 |
VLDB |
4.5176737e-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 |
| 9,073 |
VerifAI: Verified Generative AI |
2024 |
CIDR |
4.396857e-05 |
| 9,240 |
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries |
2025 |
VLDB |
4.3648789e-05 |
| 9,362 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
4.3472627e-05 |
| 9,408 |
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models |
2024 |
SIGMOD |
4.3399748e-05 |
| 9,414 |
Experimental Analysis of Large-scale Learnable Vector Storage Compression |
2024 |
VLDB |
4.3399748e-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 |
| 9,489 |
Making It Tractable to Catch Duplicates and Conflicts in Graphs |
2023 |
SIGMOD |
4.3300131e-05 |
| 9,683 |
Hierarchical Entity Resolution using an Oracle |
2022 |
SIGMOD |
4.3006524e-05 |
| 9,829 |
Towards Autonomous, Hands-Free Data Exploration |
2020 |
CIDR |
4.2710095e-05 |
| 9,846 |
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs |
2025 |
VLDB |
4.2680295e-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 |
| 10,040 |
3dSAGER: Geospatial Entity Resolution over 3D Objects |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,279 |
ALER: An Active Learning Hybrid System for Efficient Entity Resolution |
2026 |
VLDB |
4.1905499e-05 |
| 10,496 |
Rule-Based Graph Cleaning with GPUs on a Single Machine |
2025 |
SIGMOD |
4.1905499e-05 |