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Relational Deep Dive: Error-Aware Queries Over Unstructured Data
Summary: ReDD dynamically discovers query-specific, joinable schemas and populates relational tables from unstructured corpora using LLMs plus hidden-state classifiers. SCAPE provides calibrated error detection with coverage guarantees, enabling accuracy–human-cost trade-offs and reducing extraction errors below 1%.
(summarized by gpt-5.6-luna on Jul 09 2026)
- Paper ID
- 14324
- Venue
- VLDB
- Year
- 2026
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,285 | 28.52%
- DOI
-
10.14778/3811243.3811256
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Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 997 |
CAESURA: Language Models as Multi-Modal Query Planners |
2024 |
CIDR |
0.00014726927 |
| 1,088 |
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes |
2024 |
VLDB |
0.00014158762 |
| 1,839 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00010351287 |
| 2,013 |
Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing |
2025 |
CIDR |
9.7986166e-05 |
| 3,189 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
7.4140094e-05 |
| 3,639 |
The Design of an LLM-powered Unstructured Analytics System |
2025 |
CIDR |
6.8886648e-05 |
| 5,429 |
Logical and Physical Optimizations for SQL Query Execution over Large Language Models |
2025 |
SIGMOD |
5.511638e-05 |
| 5,756 |
Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System |
2025 |
SIGMOD |
5.3387063e-05 |
| 7,351 |
Reliable Text-to-SQL with Adaptive Abstention |
2025 |
SIGMOD |
4.7484027e-05 |
| 7,369 |
ELEET: Efficient Learned Query Execution over Text and Tables |
2024 |
VLDB |
4.7452331e-05 |
| 8,351 |
PalimpChat: Declarative and Interactive AI analytics |
2025 |
SIGMOD |
4.5340791e-05 |
| 9,153 |
Unify: A System For Unstructured Data Analytics |
2025 |
VLDB |
4.380727e-05 |
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