Towards Robustness of Text-to-SQL Models against Synonym Substitution [PDF]
Recently, there has been significant progress in studying neural networks to translate text descriptions into SQL queries. Despite achieving good performance on some public benchmarks, existing text-to-SQL models typically rely on the lexical matching ...
Yujian Gan+6 more
semanticscholar +1 more source
Easy-to-Use Cloud Computing for Teaching Data Science
One of the biggest hurdles of teaching data science and programming techniques to beginners is simply getting started with the technology. With multiple versions of the same coding language available (e.g., Python 2 and Python 3), various additional ...
Brian Kim, Graham Henke
doaj +1 more source
SQL-Detector: SQL Plagiarism Detection Technique Based on Coding Features [PDF]
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
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect [PDF]
Text-to-SQL has attracted attention from both the natural language processing and database communities because of its ability to convert the semantics in natural language into SQL queries and its practical application in building natural language ...
Naihao Deng, Yulong Chen, Yue Zhang
semanticscholar +1 more source
Design and implementation of geographic information system with mobile terminal and 5G network
Abstract Remote insurance mainly completes quotation, insurance application and payment through the PC terminal and mobile terminal, and the premium directly enters the insurance account. This article takes remote insurance as an example. First, it analyses the requirements of the remote insurance and insurance system, and then collects data from the ...
Huijun Xiao, Tangsen Huang, Ensong Jiang
wiley +1 more source
ODMG and SQL object models ten years later: there are no contradictions
In 2005, I wrote an article in which I discussed the most important features of the standards ODMG 3.0 (ODMG object model) and the SQL:2003 (SQL data model) and convincingly (as it seemed to me) argued that the similarity between the object model and ...
S. D. Kuznetsov
doaj +1 more source
Features requirement elicitation process for designing a chatbot application
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
SOOCP: A Platform for Data and Analysis of Space Object Optical Characteristic
With the advancement of various technologies, the research and application of space object optical characteristic (SOOC), one of the main characteristics of space objects, are faced with new challenges.
Wanjie Lu, Qing Xu, Chaozhen Lan
doaj +1 more source
Big Data Technology Fusion Back Propagation Neural Network in Product Innovation Design Method
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
Opportunities of collected city data for smart cities
The core of our paper is investigating the usability and usefulness of city data to improve smart city services. Furthermore, the research aims at providing clarity for the applicability of data re‐use through data virtualisation in the wider context of data lifecycle and value chain to provide value for both a technical and non‐technical audience ...
Satu Paiho+5 more
wiley +1 more source