NaLIR: An Interactive Natural Language Interface for Querying Relational Databases

被引:81
|
作者
Li, Fei [1 ]
Jagadish, H., V [1 ]
机构
[1] Univ Michigan, Ann Arbor, MI 48109 USA
关键词
Relational Database; Usability; Natural Language Interface;
D O I
10.1145/2588555.2594519
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this demo, we present NaLIR, a generic interactive natural language interface for querying relational databases. NaLIR can accept a logically complex English language sentence as query input. This query is first translated into a SQL query, which may include aggregation, nesting, and various types of joins, among other things, and then evaluated against an RDBMS. In this demonstration, we show that NaLIR, while far from being able to pass the Turing test, is perfectly usable in practice, and able to handle even quite complex queries in a variety of application domains. In addition, we also demonstrate how carefully designed interactive communication can avoid misinterpretation with minimum user burden.
引用
收藏
页码:709 / 712
页数:4
相关论文
共 50 条
  • [1] Constructing an Interactive Natural Language Interface for Relational Databases
    Li, Fei
    Jagadish, H. V.
    [J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2014, 8 (01): : 73 - 84
  • [3] CNL-RDF-Query: A controlled natural language interface for querying ontologies and relational databases
    Henarejos-Blasco, Jose
    Antonio Garcia-Diaz, Jose
    Apolinario-Arzube, Oscar
    Valencia-Garcia, Rafael
    [J]. PROCEEDINGS OF THE 10TH EURO-AMERICAN CONFERENCE ON TELEMATICS AND INFORMATION SYSTEMS (EATIS 2020), 2020,
  • [4] QUEST: A Natural Language Interface to Relational Databases
    Sheinin, Vadim
    Khorashani, Elahe
    Yeo, Hangu
    Xu, Kun
    Vo, Ngoc Phuoc An
    Popescu, Octavian
    [J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 2963 - 2967
  • [5] Ontology Based Natural Language Interface for Relational Databases
    Sujatha, B.
    Raju, S. Viswanadha
    [J]. 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, COMMUNICATION & CONVERGENCE, ICCC 2016, 2016, 92 : 487 - 492
  • [6] Natural language querying for video databases
    Erozel, Guzen
    Cicekli, Nihan Kesim
    Cicekli, Ilyas
    [J]. INFORMATION SCIENCES, 2008, 178 (12) : 2534 - 2552
  • [7] Conversation-based natural language interface to relational databases
    Owda, Majdi
    Bandar, Zuhair
    Crockett, Keeley
    [J]. PROCEEDING OF THE 2007 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS, 2007, : 363 - 367
  • [8] A WordNet-Based Natural Language Interface to Relational Databases
    Li, Hu
    Shi, Yong
    [J]. 2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1, 2010, : 514 - 518
  • [9] Bipolar SQLf: A Flexible Querying Language for Relational Databases
    Tamani, Nouredine
    Lietard, Ludovic
    Rocacher, Daniel
    [J]. FLEXIBLE QUERY ANSWERING SYSTEMS, 2011, 7022 : 472 - +
  • [10] A Natural Language Interface Supporting Complex Logic Questions for Relational Databases
    Ngoc Phuoc An Vo
    Popescu, Octavian
    Sheinin, Vadim
    Khorasani, Elahe
    Yeo, Hangu
    [J]. NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS (NLDB 2019), 2019, 11608 : 384 - 392