Results 71 to 80 of about 8,163 (222)

DKASQL: Dynamic Knowledge Adaptation for Domain-Specific Text-to-SQL

Applied Sciences
Text2SQL aims to translate natural language queries into structured query language (SQL). LLM-based Text2SQL methods have gradually become mainstream because of their strong capabilities in language understanding and transformation.
Huaxing Bian, Guanrong Li, Yifan Wang, Qinghan Fu, Jian Shen, Xixian Yao, Zhen Wu   +6 more
doaj   +1 more source

FAIR Workflows in Earth System Modelling: A Use Case With Semantic Data Management

Geoscience Data Journal, Volume 13, Issue 1, January 2026.
We present a semantic research data management workflow that enables the re‐use of legacy simulation datasets in accordance with FAIR principles. The approach integrates automated semantic annotation, queryable data access, and a connected JupyterHub for FAIR‐compliant output analysis and storage of derived results. ABSTRACT The amount of research data
Sinikka T. Lennartz, Alexander Schlemmer
wiley   +1 more source

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

IEEE Access
Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although benchmarks in this task have driven advancements in the field, the
Zecheng Zhan, E. Haihong, Meina Song
doaj   +1 more source

Automating Algorithm Experiments With ALGator: From Problem Modeling to Reproducible Results

Software: Practice and Experience, Volume 56, Issue 1, Page 26-41, January 2026.
ABSTRACT Background Theoretical algorithm analysis provides fundamental insights into algorithm complexity but relies on simplified and often outdated computational models. Experimental algorithmics complements this approach by evaluating the empirical performance of algorithm implementations on real data and modern computing platforms.
Tomaž Dobravec
wiley   +1 more source

Enhancing text-to-SQL capabilities of small language models via schema context enrichment and self-correction

CTU Journal of Innovation and Sustainable Development
Translating natural language into SQL is essential for intuitive database access, yet open-source small language models (SLMs) still lag behind larger systems when faced with complex schemas and tight context windows.
Le Gia Kiet, Le Quoc Khanh, Nguyen Minh Nhut, Nguyen Dinh Thuan   +3 more
doaj   +1 more source

A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL [PDF]

To tackle the challenges of large language model performance in natural language to SQL tasks, we introduce XiYan-SQL, an innovative framework that employs a multi-generator ensemble strategy to improve candidate generation. We introduce M-Schema, a semi-structured schema representation method designed to enhance the understanding of database ...
Yingqi Gao, Yifu Liu, Xiaoxia Li, X. Shi, Yin Zhu, Yiming Wang, Shiqi Li, Wei Li, Yú Hónɡ, Zhiling Luo, Jinyang Gao, Liyu Mou, Haijun Yu   +12 more
openalex   +2 more sources

The Development of the Military Service Identification Tool: Identifying Military Veterans in a Clinical Research Database Using Natural Language Processing and Machine Learning

JMIR Medical Informatics, 2020
BackgroundElectronic health care records (EHRs) are a rich source of health-related information, with potential for secondary research use. In the United Kingdom, there is no national marker for identifying those who have previously served in the Armed ...
Leightley, Daniel, Pernet, David, Velupillai, Sumithra, Stewart, Robert J, Mark, Katharine M, Opie, Elena, Murphy, Dominic, Fear, Nicola T, Stevelink, Sharon A M   +8 more
doaj   +1 more source

Text to SQL Query

International Journal for Research in Applied Science and Engineering Technology
With the exponential growth of data in modern organizations, the ability to extract meaningful insights from databases has become crucial. However, interacting with structured databases often requires knowledge of SQL (Structured Query Language), which presents a barrier for non-technical users.
openaire   +1 more source

The 3xTg‐AD Mouse Model of Alzheimer's Disease Exhibits Lifelong Reductions in Circulating Choline Despite Adequate Dietary Intake, With Sex‐Specific Neuropathological and Behavioral Phenotypes

Aging Cell, Volume 25, Issue 1, January 2026.
This study found that 3xTg‐AD mice exhibited lifelong reductions in circulating choline. Female 3xTg‐AD mice showed greater AD‐like pathology, whereas males displayed higher mortality, impulsivity, and water‐seeking behavior. These sex‐specific differences suggest distinct metabolic and behavioral vulnerabilities contributing to AD progression in this ...
Jessica M. Judd, Faizan Mistry, Wendy Winslow, Savannah Tallino, Julie Turk, Ramon Velazquez   +5 more
wiley   +1 more source

ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought [PDF]

, 2023
Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu   +4 more
openalex   +1 more source