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ELEET: Efficient Learned Query Execution over Text and Tables
Summary: ELEET makes text first-class via learned multi-modal operators (MMOps), enabling native joins/unions over tables and unstructured text. Replacing LLMs with a compact SLM and tailored pretraining, ELEET extracts structure with low overhead and achieves up to 575× speedups vs GPT‑4 baselines without accuracy loss.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13728
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 4.5594273e-05
- Overall Rank
- 8,204 | 42.93%
- DOI
-
10.14778/3704965.3704989
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 221 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00033121824 |
| 287 |
Declarative Information Extraction
Using Datalog with Embedded Extraction Predicates |
2007 |
VLDB |
0.00028971272 |
| 517 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
0.00021169035 |
| 667 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018440557 |
| 1,082 |
CAESURA: Language Models as Multi-Modal Query Planners |
2024 |
CIDR |
0.00014214232 |
| 1,116 |
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes |
2024 |
VLDB |
0.00013890154 |
| 1,395 |
Structured Querying of Web Text: A Technical Challenge |
2007 |
CIDR |
0.00012207039 |
| 1,407 |
DB-BERT: A Database Tuning Tool that "Reads the Manual" |
2022 |
SIGMOD |
0.00012146739 |
| 1,541 |
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes |
2023 |
CIDR |
0.00011456579 |
| 2,153 |
Join Queries with External Text Sources: Execution and Optimization Techniques |
1995 |
SIGMOD |
9.4231298e-05 |
| 2,587 |
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks |
2024 |
SIGMOD |
8.4924618e-05 |
| 2,771 |
A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data |
2007 |
VLDB |
8.1421432e-05 |
| 3,520 |
GitTables: A Large-Scale Corpus of Relational Tables |
2023 |
SIGMOD |
7.0131061e-05 |
| 7,820 |
Subjective Databases |
2019 |
VLDB |
4.6431208e-05 |
| 8,958 |
FlexER: Flexible Entity Resolution for Multiple Intents |
2023 |
SIGMOD |
4.4210635e-05 |
| 9,379 |
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example |
2023 |
SIGMOD |
4.3462787e-05 |
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