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Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning
Proc. ACM Manag. Data, 2023A common problem with adopting Text-to-SQL translation in database systems is poor generalization. Specifically, when there is limited training data on new datasets, existing few-shot Text-to-SQL techniques, even with carefully designed textual prompts ...
Zihui Gu+6 more
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Proceedings of the VLDB Endowment, 2014
Current applications, from complex sensor systems (e.g. quantified self) to online e-markets acquire vast quantities of personal information which usually end-up on central servers. This information represents an unprecedented potential for user customized applications and business (e.g., car insurance billing, carbon tax, traffic decongestion ...
To, Cuong Quoc+2 more
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Current applications, from complex sensor systems (e.g. quantified self) to online e-markets acquire vast quantities of personal information which usually end-up on central servers. This information represents an unprecedented potential for user customized applications and business (e.g., car insurance billing, carbon tax, traffic decongestion ...
To, Cuong Quoc+2 more
openaire +4 more sources
Die SQL-Norm (The SQL Standard)
it - Information Technology, 2003Zusammenfassung In diesem Artikel geben die Autoren einen Überblick über die neuesten Funktionen der nächsten Version der SQL-Norm (SQL:2003) sowie eine kurze Zusammenfassung der vorhandenen Funktionalität in der aktuell gültigen Norm (SQL:1999) und den früheren Versionen. Zusätzlich wird auf ausgewählte Teile des Standards ausführlicher
Andrew Eisenberg+5 more
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Introduction to SQL, SQL*Plus, and SQL Developer
2009This chapter provides an introduction to the SQL language and two tools for working with it. The first section presents a high-level overview of the SQL language, which will give you an idea of the capabilities of this language. Then some important basic concepts of the SQL language are introduced in the second section, such as constants, literals ...
Lex de Haan+4 more
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CodeS: Towards Building Open-source Language Models for Text-to-SQL
Proc. ACM Manag. DataLanguage models have shown promising performance on the task of translating natural language questions into SQL queries (Text-to-SQL). However, most of the state-of-the-art (SOTA) approaches rely on powerful yet closed-source large language models (LLMs),
Haoyang Li+9 more
semanticscholar +1 more source
Data & Knowledge Engineering, 1994
Abstract The relational database model is defined in terms of sets, whereas SQL needs the DISTINCT option for explicit duplicate removal. We define the underlying concept of duplicate tuples, generalize the operators of the relational algebra and study the connection with logic. It is shown that ‘baggy’ operators violate classical equivalences.
S. J. van Denneheuvel, Karen L. Kwast
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Abstract The relational database model is defined in terms of sets, whereas SQL needs the DISTINCT option for explicit duplicate removal. We define the underlying concept of duplicate tuples, generalize the operators of the relational algebra and study the connection with logic. It is shown that ‘baggy’ operators violate classical equivalences.
S. J. van Denneheuvel, Karen L. Kwast
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CHESS: Contextual Harnessing for Efficient SQL Synthesis
arXiv.orgTranslating natural language questions into SQL queries, known as text-to-SQL, is a long-standing research problem. Effective text-to-SQL synthesis can become very challenging due to (i) the extensive size of database catalogs (descriptions of tables and
Shayan Talaei+4 more
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Deep Neural Network-Based SQL Injection Detection Method
Security and Communication Networks, 2022Among the network security problems, SQL injection is a common and challenging network attack means, which can cause inestimable loop-breaking and loss to the database, and how to detect SQL injection statements is one of the current research hotspots ...
Wei Zhang+6 more
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SQL-Middleware: Enabling the Blockchain with SQL
2021With the development of blockchain, blockchain has a broad prospect as a new type of data management system. However, limited to the data modeling method of blockchain, the usability of blockchain is restricted; In addition, every blockchain system has its own native but naive interfaces, when developing based on the different blockchain systems, which
Haibo Tang+9 more
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PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency
arXiv.orgRecent advancements in Text-to-SQL (Text2SQL) emphasize stimulating the large language models (LLM) on in-context learning, achieving significant results.
Zhishuai Li+10 more
semanticscholar +1 more source