Utopia: Automatic Pivot Table Assistant
Summary: Utopia automatically normalizes messy spreadsheet data for pivot-table summarization by detecting multi-valued attributes and organizing/splitting values. It consolidates synonymous variants via SimCSE embeddings + K‑means clustering to enable semantic aggregation inside spreadsheets without external preprocessing. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Whanhee Cho
- 2. Anna Fariha
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,152 | Data-Semantics-Aware Recommendation of Diverse Pivot Tables | 2026 | SIGMOD | 4.1945683e-05 |
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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 |
|---|---|---|---|---|
| 5,275 | Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples | 2023 | VLDB | 5.5905507e-05 |
| 5,995 | DataChat: An Intuitive and Collaborative Data Analytics Platform | 2023 | SIGMOD | 5.2415551e-05 |
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