ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation
Summary: ADnEV: deep-learning post-processing for schema matching that adjusts similarity matrices to recalibrate matcher outputs. Two models iteratively refine and evaluate the matrix, enabling cross-domain generalization and improved ontology alignment on challenging schemata. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Roee Shraga
- 2. Avigdor Gal
- 3. Haggai Roitman
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,860 | Integrating Data Lake Tables | 2023 | VLDB | 5.867964e-05 |
| 5,283 | Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V | 2023 | VLDB | 5.5843052e-05 |
| 7,045 | Magneto: Combining Small and Large Language Models for Schema Matching | 2025 | VLDB | 4.8474104e-05 |
| 8,094 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD | 4.5840579e-05 |
| 9,776 | Data Augmentation for ML-driven Data Preparation and Integration | 2021 | VLDB | 4.2815042e-05 |
| 10,653 | OpenForge: Probabilistic Metadata Integration | 2025 | VLDB | 4.1905499e-05 |
| 10,760 | OmniMatch: Joinability Discovery in Data Products | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 293 | Deep Learning for Entity Matching: A Design Space Exploration | 2018 | SIGMOD | 0.00028661817 |
| 383 | COMA - A system for flexible combination of schema matching approaches | 2002 | VLDB | 0.00024802484 |
| 671 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018370384 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 740 | Distributed Representations of Tuples for Entity Resolution | 2018 | VLDB | 0.00017358024 |
| 968 | Schema and Ontology Matching with COMA++ | 2005 | SIGMOD | 0.00014941789 |
| 1,862 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010292134 |
| 5,949 | Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences | 2009 | SIGMOD | 5.2564001e-05 |
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