TiInsight automates cross-domain data exploration by summarizing database schemas with LLMs, generating SQL, and recommending charts, achieving 86.3% execution accuracy on Spider and state-of-the-art results on Bird.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DB 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models
TiInsight automates cross-domain data exploration by summarizing database schemas with LLMs, generating SQL, and recommending charts, achieving 86.3% execution accuracy on Spider and state-of-the-art results on Bird.