TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
Summary: Defines nlcTD: provide a query table plus a natural-language condition for interactive, LLM-driven table discovery and analysis (TableCopilot). Proposes Crofuma, a cross-fusion model aggregating uni- and cross-modal matching scores, boosting NDCG@5 by ≥12%; code and datasets released. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Lingxi Cui
- 2. Guanyu Jiang
- 3. Huan Li
- 4. Ke Chen
- 5. Lidan Shou
- 6. Gang Chen
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,187 | JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes | 2019 | SIGMOD | 0.00013443639 |
| 2,587 | Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks | 2024 | SIGMOD | 8.4924618e-05 |
| 2,836 | Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning | 2023 | VLDB | 8.0443826e-05 |
| 3,000 | SANTOS: Relationship-based Semantic Table Union Search | 2023 | SIGMOD | 7.7462128e-05 |
| 3,335 | DeepJoin: Joinable Table Discovery with Pre-trained Language Models | 2023 | VLDB | 7.2065006e-05 |
| 7,582 | LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes | 2024 | VLDB | 4.7046388e-05 |
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