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 …
developed that allow users to pose natural language questions over relational databases …
Lessons learned to boost a bioinformatics knowledge base reusability, the Bgee experience
T Mendes de Farias, J Wollbrett… - …, 2023 - academic.oup.com
Background Enhancing interoperability of bioinformatics knowledge bases is a high-priority
requirement to maximize data reusability and thus increase their utility such as the return on …
requirement to maximize data reusability and thus increase their utility such as the return on …
Sciencebenchmark: A complex real-world benchmark for evaluating natural language to sql systems
Y Zhang, J Deriu, G Katsogiannis-Meimarakis… - arXiv preprint arXiv …, 2023 - arxiv.org
Natural Language to SQL systems (NL-to-SQL) have recently shown a significant increase
in accuracy for natural language to SQL query translation. This improvement is due to the …
in accuracy for natural language to SQL query translation. This improvement is due to the …
Bio-SODA UX: enabling natural language question answering over knowledge graphs with user disambiguation
The problem of natural language processing over structured data has become a growing
research field, both within the relational database and the Semantic Web community, with …
research field, both within the relational database and the Semantic Web community, with …
WannaDB: Ad-hoc SQL Queries over Text Collections
Zusammenfassung n this paper, we propose a new system called WannaDB that allows
users to interactively perform structured explorations of text collections in an ad-hoc manner …
users to interactively perform structured explorations of text collections in an ad-hoc manner …
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries
Text-to-SQL systems (also known as NL-to-SQL systems) have become an increasingly
popular solution for bridging the gap between user capabilities and SQL-based data access …
popular solution for bridging the gap between user capabilities and SQL-based data access …
Efficient and robust active learning methods for interactive database exploration
There is an increasing gap between fast growth of data and the limited human ability to
comprehend data. Consequently, there has been a growing demand of data management …
comprehend data. Consequently, there has been a growing demand of data management …
Mitigating Data Sparsity in Integrated Data through Text Conceptualization
We study the data sparsity problem for data generated from an integration system. We
approach the problem from a textual information extraction perspective and propose to …
approach the problem from a textual information extraction perspective and propose to …
Designing the evaluation of operator-enabled interactive data exploration in VALIDE
Y Patil, S Amer-Yahia, S Subramanian - … of the Workshop on Human-In …, 2022 - dl.acm.org
Interactive Data Exploration (IDE) systems are technologies that facilitate the understanding
of large datasets by providing high level easy-to-use operators. Compared to traditional …
of large datasets by providing high level easy-to-use operators. Compared to traditional …
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows
P Ceravolo, T Catarci, M Console… - ACM SIGWEB …, 2024 - dl.acm.org
As companies store, process, and analyse bigger and bigger volumes of highly
heterogeneous data, novel research and technological challenges are emerging. Traditional …
heterogeneous data, novel research and technological challenges are emerging. Traditional …