A survey on deep learning approaches for text-to-SQL
To bridge the gap between users and data, numerous text-to-SQL systems have been
developed that allow users to pose natural language questions over relational databases …
developed that allow users to pose natural language questions over relational databases …
Natural language interfaces to data
Recent advances in natural language understanding and processing have resulted in
renewed interest in natural language interfaces to data, which provide an easy mechanism …
renewed interest in natural language interfaces to data, which provide an easy mechanism …
[PDF][PDF] Data Democratisation with Deep Learning: Structured Query Translation from and to Natural Language
GG Katsogiannis-Meimarakis - 2023 - pergamos.lib.uoa.gr
While data guides and influences many human activities, the barriers posed by the tools that
are needed to retrieve it, such as Structured Query Language (SQL), make data inaccessible …
are needed to retrieve it, such as Structured Query Language (SQL), make data inaccessible …
Text to Data
Y Li, D Radev, D Rafiei - Natural Language Interfaces to Databases, 2023 - Springer
This chapter covers text-to-data translation. It begins by providing a historical perspective,
briefly covering early relevant work on semantic parsing and meaning representation before …
briefly covering early relevant work on semantic parsing and meaning representation before …
Towards demand-driven on-the-fly statistics
T Gelsema, G Heuvel - Journal of Official Statistics, 2023 - journals.sagepub.com
A prototype of a question answering (QA) system, called Farseer, for the real-time
calculation and dissemination of aggregate statistics is introduced. Using techniques from …
calculation and dissemination of aggregate statistics is introduced. Using techniques from …
Dotazování nad relačními databázemi s pomocí velkých jazykových modelů (LLM)
M Tomáš - 2024 - dspace.cvut.cz
V posledních letech nabyly velké jazykové modely (LLM) značné popularitě a také
rapidnímu rozvoji jak ve kvalitě svých výstupů, tak i v možnostech jejich užití. Tato práce se …
rapidnímu rozvoji jak ve kvalitě svých výstupů, tak i v možnostech jejich užití. Tato práce se …