Results 21 to 30 of about 85,902 (283)
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings [PDF]
arXiv.org, 2023 Large language models (LLMs) with in-context learning have demonstrated remarkable capability in the text-to-SQL task. Previous research has prompted LLMs with various demonstration-retrieval strategies and intermediate reasoning steps to enhance the ...
Shuaichen Chang, E. Fosler-Lussier
semanticscholar +1 more source
Features requirement elicitation process for designing a chatbot application
IET Networks, EarlyView., 2022 This article seeks to assist the chatbot community by outlining the characteristics that a chatbot needs to possess and explaining how to create a chatbot for a bank. In order to determine which capabilities are most crucial to ending users, a study of a small sample of chatbot users was conducted.
Nurul Muizzah Johari +4 more
wiley +1 more source
JSON Data and Relational Data Integration in Oracle [PDF]
Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics, 2021 Data is of major importance in the IT industry nowadays. The need to work with a wide variety of existing data is becoming more and more pressing. IT professionals need to transfer data structures from any language into formats that are recognized by ...
Gianina MIHAI
doaj +1 more source
Big Data Technology Fusion Back Propagation Neural Network in Product Innovation Design Method
IET Networks, Accepted Article., 2022 This research uses big data technology to combine the process of product innovation design method, which has certain significance for the formation of intelligent and systematic product innovation design method. Meanwhile, while predicting the results of all products innovative design methods, it can improve the product's predictive innovative design ...
Ren Li, Qiang Zeng
wiley +1 more source
Emitter: International Journal of Engineering Technology, 2022 Computer-based test or assessment has been used widely, especially in the current COVID-19 pandemic, where many schools are conducting distance learning as well as distance examination.
Yunarso Anang +3 more
doaj +1 more source
Comparison between Relational and NoSQL Databases [PDF]
Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics, 2020 Relational databases have not been the only solution for the applications that use them for years. New applications must deal with large volumes of complex, distributed data of different types, whose volume increases very rapidly.
Gianina Mihai
doaj
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task [PDF]
Conference on Empirical Methods in Natural Language Processing, 2018 We present Spider, a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 college students. It consists of 10,181 questions and 5,693 unique complex SQL queries on 200 databases with multiple tables covering 138 ...
Tao Yu +11 more
semanticscholar +1 more source
DNA methylation contributes to plant acclimation to naturally fluctuating light. [PDF]
New PhytolSummary Plants in the natural environment experience continuous dynamic changes in light intensity. Here, we exposed Arabidopsis thaliana plants to naturally fluctuating light (FL) regimes alongside traditional square light (SQ) regimes such as those often found in control environment growth chambers.
Emmerson RA +5 more
europepmc +2 more sources
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies [PDF]
arXiv.org, 2023 In-context learning (ICL) has emerged as a new approach to various natural language processing tasks, utilizing large language models (LLMs) to make predictions based on context that has been supplemented with a few examples or task-specific instructions.
Linyong Nan +7 more
semanticscholar +1 more source
SQL-Detector: SQL Plagiarism Detection Technique Based on Coding Features [PDF]
Jisuanji kexue yu tansuo, 2022 Mastering structured query language (SQL) is the key to learn the database technology. However, a lot of teaching practices show that some students may plagiarize when doing SQL exercises.
XU Jia, MO Xiaokun, YU Ge, LYU Pin, WEI Tingting
doaj +1 more source