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AI and Databases Research Materials

From theoretical foundations to practice

Theoretical Resources

From Natural Language Processing to Neural Databases
James Thorne et al., 2021 Intermediate
4.5
Explores how neural networks can be used as database components, examining both the capabilities and limitations of this approach.
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Practical Resources

Database meets artificial intelligence: A survey
X. Zhou et al., 2020 Beginner
5.0
A comprehensive survey on the intersection of database systems and artificial intelligence, covering theoretical foundations and practical applications.
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The Case for Learned Index Structures
Kraska et al., 2018 Intermediate
5.0
Introduces the concept of replacing traditional index structures with machine learning models, showing significant performance improvements.
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