A survey on deep learning approaches for text-to-SQL

G Katsogiannis-Meimarakis, G Koutrika - The VLDB Journal, 2023 - Springer
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 …

Natural language interfaces to data

A Quamar, V Efthymiou, C Lei… - Foundations and Trends …, 2022 - nowpublishers.com
Recent advances in natural language understanding and processing have resulted in
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 …

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 …

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 …

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 …

[ΑΝΑΦΟΡΑ][C] NL2SQL For Chatbot with Semantic Parsing Using Rule-Based Methods

A Kurniawan, A Abdiansah, AS Utami - Sriwijaya Journal of Informatics and …, 2024