VLDB Journal

, том 29 , издание 1 , страницы 485-508

Explaining Natural Language query results

Тип публикации: Journal Article

Дата публикации: 2019-11-02

Связанные публикации

Springer Nature

VLDB Journal

scimago Q1

wos Q2

white level БС1

SJR: 1.176

CiteScore: 8.3

Impact factor: 3.8

ISSN: 10668888, 0949877X

DOI: 10.1007/s00778-019-00584-7

Скопировать DOI

Hardware and Architecture

Information Systems

Краткое описание

Multiple lines of research have developed Natural Language (NL) interfaces for formulating database queries. We build upon this work, but focus on presenting a highly detailed form of the answers in NL. The answers that we present are importantly based on the provenance of tuples in the query result, detailing not only the results but also their explanations. We develop a novel method for transforming provenance information to NL, by leveraging the original NL query structure. Furthermore, since provenance information is typically large and complex, we present two solutions for its effective presentation as NL text: one that is based on provenance factorization, with novel desiderata relevant to the NL case and one that is based on summarization. We have implemented our solution in an end-to-end system supporting questions, answers and provenance, all expressed in NL. Our experiments, including a user study, indicate the quality of our solution and its scalability.

Для доступа к списку цитирований публикации необходимо авторизоваться.

Войти с ORCID

Топ-30

Журналы

	1 2 3
VLDB Journal	VLDB Journal, 3, 18.75% VLDB Journal 3 публикации, 18.75%
Proceedings of the ACM on Management of Data	Proceedings of the ACM on Management of Data, 2, 12.5% Proceedings of the ACM on Management of Data 2 публикации, 12.5%
Proceedings of the VLDB Endowment	Proceedings of the VLDB Endowment, 1, 6.25% Proceedings of the VLDB Endowment 1 публикация, 6.25%
Distributed and Parallel Databases	Distributed and Parallel Databases, 1, 6.25% Distributed and Parallel Databases 1 публикация, 6.25%
GeoInformatica	GeoInformatica, 1, 6.25% GeoInformatica 1 публикация, 6.25%
Lecture Notes in Computer Science	Lecture Notes in Computer Science, 1, 6.25% Lecture Notes in Computer Science 1 публикация, 6.25%
Information Systems	Information Systems, 1, 6.25% Information Systems 1 публикация, 6.25%
Frontiers of Computer Science	Frontiers of Computer Science, 1, 6.25% Frontiers of Computer Science 1 публикация, 6.25%
	1 2 3

Издатели

	1 2 3 4 5 6 7
Springer Nature	Springer Nature, 7, 43.75% Springer Nature 7 публикаций, 43.75%
Association for Computing Machinery (ACM)	Association for Computing Machinery (ACM), 6, 37.5% Association for Computing Machinery (ACM) 6 публикаций, 37.5%
proceedings of the vldb endowment	proceedings of the vldb endowment, 1, 6.25% proceedings of the vldb endowment 1 публикация, 6.25%
Elsevier	Elsevier, 1, 6.25% Elsevier 1 публикация, 6.25%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 1, 6.25% Institute of Electrical and Electronics Engineers (IEEE) 1 публикация, 6.25%
	1 2 3 4 5 6 7

Мы не учитываем публикации, у которых нет DOI.
Статистика публикаций обновляется еженедельно.

Вы ученый?

Создайте профиль, чтобы получать персональные рекомендации коллег, конференций и новых статей.

Войти с ORCID

Метрики

Цитировать

ГОСТ |

Цитировать

ГОСТ Скопировать

Deutch D., Frost N., Gilad A. Explaining Natural Language query results // VLDB Journal. 2019. Vol. 29. No. 1. pp. 485-508.

ГОСТ со всеми авторами (до 50) Скопировать

Deutch D., Frost N., Gilad A. Explaining Natural Language query results // VLDB Journal. 2019. Vol. 29. No. 1. pp. 485-508.

RIS |

Цитировать

RIS Скопировать

TY - JOUR

DO - 10.1007/s00778-019-00584-7

UR - https://doi.org/10.1007/s00778-019-00584-7

TI - Explaining Natural Language query results

T2 - VLDB Journal

AU - Deutch, Daniel

AU - Frost, Nave

AU - Gilad, Amir

PY - 2019

DA - 2019/11/02

PB - Springer Nature

SP - 485-508

IS - 1

VL - 29

SN - 1066-8888

SN - 0949-877X

ER -

BibTex |

Цитировать

BibTex (до 50 авторов) Скопировать

@article{2019_Deutch,

author = {Daniel Deutch and Nave Frost and Amir Gilad},

title = {Explaining Natural Language query results},

journal = {VLDB Journal},

year = {2019},

volume = {29},

publisher = {Springer Nature},

month = {nov},

url = {https://doi.org/10.1007/s00778-019-00584-7},

number = {1},

pages = {485--508},

doi = {10.1007/s00778-019-00584-7}

}

MLA

Цитировать

MLA Скопировать

Deutch, Daniel, et al. “Explaining Natural Language query results.” VLDB Journal, vol. 29, no. 1, Nov. 2019, pp. 485-508. https://doi.org/10.1007/s00778-019-00584-7.