Demonstrating TabEE: Tabular Embedding Explanations
Summary: Demonstrates TabEE, a black-box framework for local and global explanations of tabular embedding models. Supports model-agnostic comparison and exposes flaws, improving interpretability and credibility assessment. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Roni Copul (Tel Aviv University)
- 2. Nave Frost (eBay)
- 3. Tova Milo (Tel Aviv University)
- 4. Kathy Razmadze (Tel Aviv University)
BibTeX Citation
@article{copul_vldb24,
title = {{Demonstrating TabEE: Tabular Embedding Explanations}},
author = {Copul, Roni and Frost, Nave and Milo, Tova and Razmadze, Kathy},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4285--4288},
doi = {10.14778/3685800.3685856},
url = {https://doi.org/10.14778/3685800.3685856},
year = {2024}
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,184 | FEDEX: An Explainability Framework for Data Exploration Steps | 2022 | VLDB | 5.4709725e-05 |
| 8,888 | TabEE: Tabular Embeddings Explanations | 2024 | SIGMOD | 5.3512451e-05 |
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