Search Results - multi-table sql statement generation

Technical Research of Graph Neural Network for Text-to-SQL Parsing

Authors: CAO He-xin, ZHAO Liang, LI Xue-feng

Source: Jisuanji kexue, Vol 49, Iss 4, Pp 110-115 (2022)

Subject Terms: text-to-sql parsing, deep learning, graph construction, graph neural network, multi-table sql statement generation, Computer software, QA76.75-76.765, Technology (General), T1-995

File Description: electronic resource

Relation: https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-4-110.pdf; https://doaj.org/toc/1002-137X

Access URL: https://doaj.org/article/b198f659236847c8bf496450e7bae11e

Research on Technology of Generating Multi-table SQL Query Statement by Natural Language

Authors: CAO Jinchao, HUANG Tao, CHEN Gang, WU Xiaofan, CHEN Ke

Source: Jisuanji kexue yu tansuo, Vol 14, Iss 7, Pp 1133-1141 (2020)

Subject Terms: natural language, sql (structured query language) query generation, multi-table, sketch filling, deep learning, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://fcst.ceaj.org/CN/abstract/abstract2262.shtml; https://doaj.org/toc/1673-9418

Access URL: https://doaj.org/article/61f97e2066a44f019c02e05febaf97c5

Integrating Relational Structure to Heterogeneous Graph for Chinese NL2SQL Parsers.

Authors: Ma, Changzhe Zhang, Wensheng Huang, Mengxing et al.

Source: Electronics (2079-9292); May2023, Vol. 12 Issue 9, p2093, 18p

Subject Terms: CHINESE language, NATURAL languages, DATABASES, SQL, ENGLISH language, PROBLEM solving

自然语言生成多表SQL.查询语句技术研究. (Chinese)

Alternate Title: Research on Technology of Generating Multi-table SQL Query Statement by Natural Language. (English)

Authors: 曹金超 黄滔 陈刚 et al.

Source: Journal of Frontiers of Computer Science & Technology; Jul2020, Vol. 14 Issue 7, p1133-1141, 9p

DeepOCL: A deep neural network for Object Constraint Language generation from unrestricted nature language.

Authors: Yang, Yilong Liu, Yibo Bao, Tianshu et al.

Source: CAAI Transactions on Intelligence Technology; Feb2024, Vol. 9 Issue 1, p250-263, 14p

Subject Terms: SOFTWARE verification, DEEP learning, NATURAL languages, SOFTWARE validation, FIRST-order logic, COMPUTER software industry

Company/Entity: UNITED States. National Aeronautics & Space Administration

Based on BERT-GPT-GNN converged architecture: intelligent generation engine for complex SQL queries in business intelligence.

Authors: Chu, Shiwei Liu, Jie

Source: Discover Artificial Intelligence; 7/15/2025, Vol. 5 Issue 1, p1-21, 21p

Subject Terms: NATURAL language processing, BUSINESS intelligence, INFORMATION retrieval, ELECTRONIC data processing, GENERATIVE pre-trained transformers, LANGUAGE models, GRAPH neural networks

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

Authors: Bian, Huaxing Li, Guanrong Wang, Yifan et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 20, p11121, 21p

Subject Terms: DOMAIN specificity, SQL, COMPUTER performance, LANGUAGE models

GEMMA-SQL: A Novel Text-to-SQL Model Based on Large Language Models.

Authors: Pandey, Hari Mohan Gupta, Anshul Sarkar, Subham et al.

Source: Applied Artificial Intelligence; Dec2025, Vol. 39 Issue 1, p1-38, 38p

Subject Terms: LANGUAGE models, SQL, MACHINE learning, NATURAL language processing, OPEN source software

Retrieval-augmented Chinese text-to-SQL generation for conversational bibliographic search.

Authors: Wang, Zhenyu Zhu, Mark Xuefang Li, Guo et al.

Source: PLoS ONE; 10/27/2025, Vol. 20 Issue 10, p1-18, 18p

Subject Terms: BIBLIOGRAPHICAL citations, NATURAL language processing, LANGUAGE models, MACHINE learning

Advancing Conversational Text-to-SQL: Context Strategies and Model Integration with Large Language Models.

Authors: Ascoli, Benjamin G. Choi, Jinho D.

Source: Future Internet; Nov2025, Vol. 17 Issue 11, p527, 12p

Subject Terms: LANGUAGE models, CONVERSATION, QUERY (Information retrieval system), SYSTEM integration

HFD: Hierarchical feature decoupling for SQL generation from text.

Authors: Zhang, Xu Hu, Xiaoyu Liu, Zejie et al.

Source: Intelligent Data Analysis; 2024, Vol. 28 Issue 4, p991-1005, 15p

Subject Terms: NATURAL languages, DATABASES, GEOGRAPHIC boundaries, COMPUTATIONAL linguistics, SQL

Enhancing geodatabases operability: advanced human-computer interaction through RAG and Multi-Agent Systems.

Authors: Peng, Ziming Kuai, Xi Ke, Shuisong et al.

Source: Big Earth Data; Jun2025, Vol. 9 Issue 2, p217-242, 26p

Beyond Standard Losses: Redefining Text-to-SQL with Task-Specific Optimization.

Authors: Azurmendi, Iker Zulueta, Ekaitz García, Gustavo et al.

Source: Mathematics (2227-7390); Jul2025, Vol. 13 Issue 14, p2315, 23p

Subject Terms: LOSS functions (Statistics), MATHEMATICAL optimization, MACHINE learning, LANGUAGE models, NATURAL language processing

Enhancing Text-to-SQL Capabilities of Large Language Models by intermediate representations and Chain of Thought.

Authors: Tingxuan Fu Yu Fu Haoran Li et al.

Source: International Journal of Multiphysics; 2024, Vol. 18 Issue 4, p345-357, 13p

Subject Terms: LANGUAGE models, SQL, NATURAL languages, DILEMMA

An SQL query generator for cross-domain human language based questions based on NLP model.

Authors: Naik, B. Balaji Reddy, T. Jaya Venkata Rama karthik, K. Rohith Venkata et al.

Source: Multimedia Tools & Applications; Jan2024, Vol. 83 Issue 4, p11861-11884, 24p

Subject Terms: SQL, HUMAN beings

FGCSQL: A Three-Stage Pipeline for Large Language Model-Driven Chinese Text-to-SQL.

Authors: Jiang, Guanyu Li, Weibin Yu, Chenglong et al.

Source: Electronics (2079-9292); Mar2025, Vol. 14 Issue 6, p1214, 24p

Subject Terms: LANGUAGE models, NATURAL language processing, DATABASES, SQL, PARSING (Computer grammar), CHINESE language

Domain-Specific Manufacturing Analytics Framework: An Integrated Architecture with Retrieval-Augmented Generation and Ollama-Based Models for Manufacturing Execution Systems Environments.

Authors: Choi, Hangseo Jeong, Jongpil

Source: Processes; Mar2025, Vol. 13 Issue 3, p670, 23p

Subject Terms: LANGUAGE models, REAL-time computing, MANUFACTURING execution systems, MANUFACTURING processes, DATA warehousing

Refining Zero-Shot Text-to-SQL Benchmarks via Prompt Strategies with Large Language Models.

Authors: Zhou, Ruikang Zhang, Fan

Source: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 10, p5306, 23p

Subject Terms: LANGUAGE models, DATABASES, GENERATIVE pre-trained transformers, NATURAL languages, SQL

ETM: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models.

Authors: Ascoli, Benjamin G. Kandikonda, Yasoda Sai Ram Choi, Jinho D.

Source: Future Internet; Aug2025, Vol. 17 Issue 8, p325, 16p

Subject Terms: LANGUAGE models, NATURAL language processing, OPEN source software, QUERY languages (Computer science), STATISTICAL accuracy

Learning database optimization techniques: the state-of-the-art and prospects.

Authors: Qiao, Shao-Jie Fan, Han-Lin Han, Nan et al.

Source: Frontiers of Computer Science; Dec2025, Vol. 19 Issue 12, p1-24, 24p