| 148 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00029393909 |
| 1,400 |
Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks |
2020 |
SIGMOD |
0.00010990523 |
| 1,606 |
Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries |
2020 |
SIGMOD |
0.00010308107 |
| 1,997 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
9.4175365e-05 |
| 2,433 |
ZeroER: Entity Resolution using Zero Labeled Examples |
2020 |
SIGMOD |
8.6525126e-05 |
| 2,766 |
ELPIS: Graph-Based Similarity Search for Scalable Data Science |
2023 |
VLDB |
8.2159054e-05 |
| 2,810 |
Deep Learning for Blocking in Entity Matching: A Design Space Exploration |
2021 |
VLDB |
8.1526007e-05 |
| 3,428 |
Kamino: Constraint-Aware Differentially Private Data Synthesis |
2021 |
VLDB |
7.499038e-05 |
| 3,525 |
Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning |
2021 |
VLDB |
7.4076098e-05 |
| 3,533 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.3965413e-05 |
| 3,554 |
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins |
2022 |
VLDB |
7.3770107e-05 |
| 3,644 |
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration |
2023 |
SIGMOD |
7.3007456e-05 |
| 3,779 |
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art |
2025 |
SIGMOD |
7.1851123e-05 |
| 3,992 |
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs |
2020 |
VLDB |
7.0418753e-05 |
| 4,704 |
Leva: Boosting Machine Learning Performance with Relational Embedding Data Augmentation |
2022 |
SIGMOD |
6.6170966e-05 |
| 4,729 |
Dual-Objective Fine-Tuning of BERT for Entity Matching |
2021 |
VLDB |
6.6037619e-05 |
| 4,759 |
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations |
2022 |
VLDB |
6.5919396e-05 |
| 4,861 |
Entity Resolution with Hierarchical Graph Attention Networks |
2022 |
SIGMOD |
6.5387243e-05 |
| 5,352 |
MDedup: Duplicate Detection with Matching Dependencies |
2020 |
VLDB |
6.3223357e-05 |
| 5,964 |
Demonstration of Panda: A Weakly Supervised Entity Matching System |
2021 |
VLDB |
6.0876865e-05 |
| 6,166 |
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis |
2023 |
VLDB |
6.0298854e-05 |
| 6,194 |
Domain Adaptation for Deep Entity Resolution |
2022 |
SIGMOD |
6.0189483e-05 |
| 6,293 |
Parallel Discrepancy Detection and Incremental Detection |
2021 |
VLDB |
5.9857415e-05 |
| 6,349 |
Analyzing How BERT Performs Entity Matching |
2022 |
VLDB |
5.9680568e-05 |
| 6,699 |
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching |
2023 |
VLDB |
5.8567613e-05 |
| 7,238 |
ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation |
2020 |
VLDB |
5.7191731e-05 |
| 7,367 |
TableDC: Deep Clustering for Tabular Data |
2025 |
SIGMOD |
5.6897772e-05 |
| 7,851 |
FlexER: Flexible Entity Resolution for Multiple Intents |
2023 |
SIGMOD |
5.6008294e-05 |
| 7,970 |
Online Topic-Aware Entity Resolution Over Incomplete Data Streams |
2021 |
SIGMOD |
5.5709323e-05 |
| 7,997 |
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation |
2022 |
VLDB |
5.5672076e-05 |
| 8,326 |
DADER: Hands-Off Entity Resolution with Domain Adaptation |
2022 |
VLDB |
5.5073387e-05 |
| 8,836 |
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching |
2023 |
VLDB |
5.4253173e-05 |
| 8,935 |
Deep Active Alignment of Knowledge Graph Entities and Schemata |
2023 |
SIGMOD |
5.4076395e-05 |
| 9,042 |
VerifAI: Verified Generative AI |
2024 |
CIDR |
5.3900354e-05 |
| 9,188 |
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries |
2025 |
VLDB |
5.3711796e-05 |
| 9,289 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
5.3527456e-05 |
| 9,403 |
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models |
2024 |
SIGMOD |
5.3341661e-05 |
| 9,409 |
Experimental Analysis of Large-scale Learnable Vector Storage Compression |
2024 |
VLDB |
5.3341661e-05 |
| 9,410 |
Ground Truth Inference for Weakly Supervised Entity Matching |
2023 |
SIGMOD |
5.3341661e-05 |
| 9,437 |
Rock: Cleaning Data by Embedding ML in Logic Rules |
2024 |
SIGMOD |
5.3331413e-05 |
| 9,461 |
The Battleship Approach to the Low Resource Entity Matching Problem |
2023 |
SIGMOD |
5.3271933e-05 |
| 9,483 |
Making It Tractable to Catch Duplicates and Conflicts in Graphs |
2023 |
SIGMOD |
5.3246578e-05 |
| 9,667 |
Hierarchical Entity Resolution using an Oracle |
2022 |
SIGMOD |
5.2956801e-05 |
| 9,824 |
Towards Autonomous, Hands-Free Data Exploration |
2020 |
CIDR |
5.2648912e-05 |
| 9,844 |
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs |
2025 |
VLDB |
5.2617062e-05 |
| 9,895 |
Towards Interpretable and Learnable Risk Analysis for Entity Resolution |
2020 |
SIGMOD |
5.2485913e-05 |
| 10,022 |
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,040 |
3dSAGER: Geospatial Entity Resolution over 3D Objects |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,279 |
ALER: An Active Learning Hybrid System for Efficient Entity Resolution |
2026 |
VLDB |
5.1725247e-05 |
| 10,496 |
Rule-Based Graph Cleaning with GPUs on a Single Machine |
2025 |
SIGMOD |
5.1725247e-05 |