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Natural language to SQL (NL2SQL) aims to parse a natural language with a given database into a SQL query, which widely appears in practical Internet applications. Jointly encode database schema and question utterance is a difficult but…

计算与语言 · 计算机科学 2021-08-03 Junyang Huang , Yongbo Wang , Yongliang Wang , Yang Dong , Yanghua Xiao

The relational data model was designed to facilitate large-scale data management and analytics. We consider the problem of how to differentiate computations expressed relationally. We show experimentally that a relational engine running an…

机器学习 · 计算机科学 2023-06-08 Yuxin Tang , Zhimin Ding , Dimitrije Jankov , Binhang Yuan , Daniel Bourgeois , Chris Jermaine

In this paper, we describe a dataset and baseline result for a question answering that utilizes web tables. It contains commonly asked questions on the web and their corresponding answers found in tables on websites. Our dataset is novel in…

计算与语言 · 计算机科学 2019-04-17 Bhavya Karki , Fan Hu , Nithin Haridas , Suhail Barot , Zihua Liu , Lucile Callebert , Matthias Grabmair , Anthony Tomasic

This write-up is the suggested lecture notes for a second level course on advanced topics in database systems for master's students of Computer Science with a theoretical focus. A prerequisite in algorithms and an exposure to database…

数据库 · 计算机科学 2016-03-02 K. Viswanathan Iyer

Relational database management system (RDBMS) is a major undergraduate course taught in many universities worldwide as part of their computer science program. A core component of such course is the design and implementation of the query…

数据库 · 计算机科学 2018-08-22 Siyuan Liu , Sourav S Bhowmick , Wanlu Zhang , Shu Wang , Wanyi Huang , Shafiq Joty

This work presents how persistent predicates have been included in the in-memory deductive system DES by relying on external SQL database management systems. We introduce how persistence is supported from a user-point of view and the…

计算机科学中的逻辑 · 计算机科学 2015-01-12 Fernando Sáenz-Pérez

Real-time databases deal with time-constrained data and time-constrained transactions. The design of this kind of databases requires the introduction of new concepts to support both data structures and the dynamic behaviour of the database.…

数据库 · 计算机科学 2010-02-25 Nizar Idoudi , Nada louati , Claude Duvallet , Bruno Sadeg , Rafik Bouaziz , Faiez Gargouri

Previous text-to-SQL datasets and systems have primarily focused on user questions with clear intentions that can be answered. However, real user questions can often be ambiguous with multiple interpretations or unanswerable due to a lack…

Direct access asks for the retrieval of query answers by their ranked position, given a query and a desired order. While the time complexity of data structures supporting such accesses has been studied in depth, and efficient algorithms for…

数据库 · 计算机科学 2026-03-23 Jiayin Hu , Nikolaos Tziavelis

Although interactive learning puts the user into the loop, the learner remains mostly a black box for the user. Understanding the reasons behind queries and predictions is important when assessing how the learner works and, in turn, trust.…

机器学习 · 统计学 2018-05-23 Stefano Teso , Kristian Kersting

We introduce SQL-Exchange, a framework for mapping SQL queries across different database schemas by preserving the source query structure while adapting domain-specific elements to align with the target schema. We investigate the conditions…

数据库 · 计算机科学 2026-02-24 Mohammadreza Daviran , Brian Lin , Davood Rafiei

We proposed Neural Enquirer as a neural network architecture to execute a natural language (NL) query on a knowledge-base (KB) for answers. Basically, Neural Enquirer finds the distributed representation of a query and then executes it on…

人工智能 · 计算机科学 2016-01-22 Pengcheng Yin , Zhengdong Lu , Hang Li , Ben Kao

Most of the world's data is stored in relational databases. Accessing these requires specialized knowledge of the Structured Query Language (SQL), putting them out of the reach of many people. A recent research thread in Natural Language…

计算与语言 · 计算机科学 2018-11-05 Bojan Petrovski , Ignacio Aguado , Andreea Hossmann , Michael Baeriswyl , Claudiu Musat

This paper presents an interactive implementation which makes the link between a human operator and a system of a administration of a relational databases MySQL. This application conceived as a multimedia presentations is illustrative for…

人机交互 · 计算机科学 2009-03-26 Florentina Anica Pintea

Inferring the abstract relational and causal structure of the world is a major challenge for reinforcement-learning (RL) agents. For humans, language--particularly in the form of explanations--plays a considerable role in overcoming this…

This paper concerns with the conversion of a Spoken English Language Query into SQL for retrieving data from RDBMS. A User submits a query as speech signal through the user interface and gets the result of the query in the text format. We…

计算与语言 · 计算机科学 2013-08-15 Sachin Kumar , Ashish Kumar , Pinaki Mitra , Girish Sundaram

Tackling the information retrieval gap between non-technical database end-users and those with the knowledge of formal query languages has been an interesting area of data management and analytics research. The use of natural language…

信息检索 · 计算机科学 2020-09-29 Chantal Montgomery , Haruna Isah , Farhana Zulkernine

Data oriented applications, usually written in a high-level, general-purpose programming language (such as Java) interact with database through a coarse interface. Informally, the text of a query is built on the application side (either via…

编程语言 · 计算机科学 2016-07-15 Romain Vernoux

SQL/PGQ is a new standard that integrates graph querying into relational systems, allowing users to freely switch between graph patterns and SQL. Our experiments show performance gaps between these models, as queries written in both…

数据库 · 计算机科学 2025-05-13 Hadar Rotschield , Liat Peterfreund

Relational lattice is a formal mathematical model for Relational algebra. It reduces the set of six classic relational algebra operators to two: natural join and inner union. We continue to investigate Relational lattice properties with…

数据库 · 计算机科学 2008-07-25 Marshall Spight , Vadim Tropashko