| 252 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030532082 |
| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 1,218 |
Snuba: Automating Weak Supervision to Label Training Data |
2019 |
VLDB |
0.00013221309 |
| 1,403 |
Detecting Data Errors: Where are we and what needs to be done? |
2016 |
VLDB |
0.00012180046 |
| 2,177 |
A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data |
2014 |
SIGMOD |
9.371335e-05 |
| 2,214 |
Data Integration: After the Teenage Years |
2017 |
PODS |
9.2796408e-05 |
| 2,366 |
Data Market Platforms: Trading Data Assets to Solve Data Problems |
2020 |
VLDB |
8.9521259e-05 |
| 2,571 |
Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation |
2014 |
SIGMOD |
8.5157375e-05 |
| 3,716 |
Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale |
2022 |
SIGMOD |
6.8170433e-05 |
| 3,900 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
2017 |
SIGMOD |
6.649432e-05 |
| 3,951 |
BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution |
2016 |
VLDB |
6.5919471e-05 |
| 4,123 |
Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers? |
2018 |
VLDB |
6.4290005e-05 |
| 4,596 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.0540725e-05 |
| 5,089 |
TCUDB: Accelerating Database with Tensor Processors |
2022 |
SIGMOD |
5.7017353e-05 |
| 5,257 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale |
2019 |
SIGMOD |
5.5975788e-05 |
| 5,358 |
Adaptive Rule Discovery for Labeling Text Data |
2021 |
SIGMOD |
5.5507062e-05 |
| 5,959 |
Fine-grained Concept Linking using Neural Networks in Healthcare |
2018 |
SIGMOD |
5.2514585e-05 |
| 6,262 |
Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games |
2024 |
SIGMOD |
5.1300221e-05 |
| 6,407 |
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web |
2018 |
VLDB |
5.0691335e-05 |
| 6,558 |
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis |
2023 |
VLDB |
5.0060112e-05 |
| 7,031 |
Computational Fact Checking: A Content Management Perspective |
2018 |
VLDB |
4.8517185e-05 |
| 7,241 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
VLDB |
4.7867685e-05 |
| 8,692 |
Effective Entity Augmentation By Querying External Data Sources |
2023 |
VLDB |
4.4617233e-05 |
| 8,719 |
Preference-aware Integration of Temporal Data |
2015 |
VLDB |
4.4564363e-05 |
| 8,747 |
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact |
2023 |
VLDB |
4.4520434e-05 |
| 9,023 |
Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications |
2020 |
SIGMOD |
4.4037187e-05 |
| 9,132 |
A Time Machine for Information: Looking Back to Look Forward |
2015 |
VLDB |
4.3854113e-05 |
| 9,463 |
BrewER: Entity Resolution On-Demand |
2023 |
VLDB |
4.3324933e-05 |
| 9,683 |
Hierarchical Entity Resolution using an Oracle |
2022 |
SIGMOD |
4.3006524e-05 |
| 9,854 |
Progressive Entity Matching: A Design Space Exploration |
2025 |
SIGMOD |
4.2652623e-05 |
| 9,976 |
A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration |
2026 |
CIDR |
4.1905499e-05 |
| 10,090 |
Integrating Vector Databases across Embedding Models |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,625 |
Deduplicated Sampling On-Demand |
2025 |
VLDB |
4.1905499e-05 |
| 11,009 |
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data |
2024 |
VLDB |
4.1905499e-05 |
| 11,375 |
Generalized Supervised Meta-blocking |
2022 |
VLDB |
4.1905499e-05 |
| 11,391 |
CDI-E: An Elastic Cloud Service for Data Engineering |
2022 |
VLDB |
4.1905499e-05 |
| 11,633 |
Leveraging Organizational Resources to Adapt Models to New Data Modalities |
2020 |
VLDB |
4.1905499e-05 |
| 11,712 |
Big Data Linkage for Product Specification Pages |
2018 |
SIGMOD |
4.1905499e-05 |
| 11,914 |
Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications |
2015 |
SIGMOD |
4.1905499e-05 |
| 13,396 |
FIT to Monitor Feed Quality |
2015 |
VLDB |
- |