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Harmonizing ML and Databases: A Symphony of Data (VLDB 2024 Keynote)
Summary: Argues LLMs reshape DB research by enabling natural-language interfaces but demanding semantic data models and richer context to ensure correctness. Proposes LLM-based cost modeling via pretraining and fine-tuning, presents a prototype and research roadmap.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13702
- Venue
- VLDB
- Year
- 2024
- Pagerank
- -
- Overall Rank
- 13,173 | 8.36%
- DOI
-
10.14778/3685800.3685918
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