Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop


Show entries of:

this year (2019) | last year (2018) | two years ago (2017) | Notes URL

Action:

login to update

Options:




Library Locked Library locked




Author, Editor

Author(s):

Nakashole, Ndapandula
Tylenda, Tomasz
Weikum, Gerhard

dblp
dblp
dblp



Editor(s):





BibTeX cite key*:

NakasholeTW2013

Title, Booktitle

Title*:

Fine-grained Semantic Typing of Emerging Entities

Booktitle*:

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics

Event, URLs

URL of the conference:

http://acl2013.org/

URL for downloading the paper:

http://www.aclweb.org/anthology/P13-1146

Event Address*:

Sofia, Bulgaria

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

4 August 2013

Event End Date:

9 August 2013

Publisher

Name*:

The Association for Computer Linguistics

URL:

http://aclweb.org/

Address*:

Stroudsburg, PA

Type:


Vol, No, Year, pp.

Series:


Volume:

1

Number:


Month:

August

Pages:

1488-1497

Year*:

2013

VG Wort Pages:


ISBN/ISSN:

978-1-937284-50-3

Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

Methods for information extraction (IE) and knowledge base (KB) construction have been intensively studied. However, a largely under-explored case is tapping into highly dynamic sources like news streams and social media, where new entities are continuously emerging. In this paper, we present a method for discovering and semantically typing newly emerging out-of-
KB entities, thus improving the freshness and recall of ontology-based IE and improving the precision and semantic rigor of open IE. Our method is based on a probabilistic model that feeds weights into integer linear programs that leverage type signatures of relational phrases and type correlation or disjointness constraints. Our experimental evaluation, based on crowdsourced user studies, show our method performing significantly better than prior work.



Download
Access Level:

Internal

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Databases and Information Systems Group

Audience:

experts only

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{NakasholeTW2013,
AUTHOR = {Nakashole, Ndapandula and Tylenda, Tomasz and Weikum, Gerhard},
TITLE = {Fine-grained Semantic Typing of Emerging Entities},
BOOKTITLE = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics},
PUBLISHER = {The Association for Computer Linguistics},
YEAR = {2013},
VOLUME = {1},
PAGES = {1488--1497},
ADDRESS = {Sofia, Bulgaria},
MONTH = {August},
ISBN = {978-1-937284-50-3},
}


Entry last modified by Tomasz Tylenda, 01/30/2014
Show details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
[Library]
Created
01/23/2014 04:18:29 PM
Revision
0.



Editor
Tomasz Tylenda



Edit Date
01/23/2014 04:18:29 PM