Results 71 to 80 of about 63,706 (93)

Automatic Metadata Extraction for Text-to-SQL

arXiv.org
Large Language Models (LLMs) have recently become sophisticated enough to automate many tasks ranging from pattern finding to writing assistance to code generation. In this paper, we examine text-to-SQL generation.
Vladislav Shkapenyuk, D. Srivastava, T. Johnson, Parisa Ghane   +3 more
semanticscholar   +1 more source

Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL

Annual Meeting of the Association for Computational Linguistics
Translating natural language into SQL (Test2SQL) is a longstanding challenge at the intersection of natural language understanding and structured data access.
Zhewei Yao, Guoheng Sun, Lukasz Borchmann, Zheyu Shen, Minghang Deng, Bohan Zhai, Hao Zhang, Ang Li, Yuxiong He   +8 more
semanticscholar   +1 more source

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL

IEEE Transactions on Knowledge and Data Engineering
Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database schema comprehension, and SQL generation.
Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang   +6 more
semanticscholar   +1 more source

STaR-SQL: Self-Taught Reasoner for Text-to-SQL

Annual Meeting of the Association for Computational Linguistics
Generating step-by-step"chain-of-thought"rationales has proven effective for improving the performance of large language models on complex reasoning tasks.
Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu   +5 more
semanticscholar   +1 more source

Detection of SQL Injection Attack Using Machine Learning Techniques: A Systematic Literature Review

Journal of Cybersecurity and Privacy, 2022
Maha Alghawazi, Daniyal Alghazzawi
exaly  

Relation-Aware Graph Transformer for SQL-to-Text Generation

Applied Sciences (Switzerland), 2022
Da Ma, Ruisheng Cao, Zhi Chen
exaly  

ER-SQL: Learning enhanced representation for Text-to-SQL using table contents

Neurocomputing, 2021
Aibo Guo, Xiang Zhao
exaly  

Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning

2023
Zihui Gu, Ju Fan, Nan Tang
exaly  

SQL Education

ACM Transactions on Computing Education, 2020
Toni Taipalus
exaly  

A novel method for SQL injection attack detection based on removing SQL query attribute values

Mathematical and Computer Modelling, 2012
Sang-Soo Yeo, Jongsub Moon
exaly