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Author, Editor

Author(s):

Grycner, Adam
Weikum, Gerhard

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Editor(s):





BibTeX cite key*:

Grycner2015

Title, Booktitle

Title*:

POLY: Mining Relational Paraphrases from Multilingual Sentences

Booktitle*:

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Event, URLs

URL of the conference:


URL for downloading the paper:

http://aclweb.org/anthology/D/D16/D16-1236.pdf

Event Address*:

Austin, Texas

Language:

English

Event Date*
(no longer used):


Organization:

Association for Computational Linguistics

Event Start Date:

2 November 2016

Event End Date:

4 November 2016

Publisher

Name*:

Association for Computational Linguistics

URL:


Address*:

Austin

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:

November

Pages:

2183-2192

Year*:

2016

VG Wort Pages:


ISBN/ISSN:


Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

Language resources that systematically organize paraphrases for binary relations are of great value for various NLP tasks and have recently been advanced in projects like PATTY, WiseNet and DEFIE.
This paper presents a new method for building such a resource and the resource itself, called POLY.
Starting with a very large collection of multilingual sentences parsed into triples of phrases, our method clusters relational phrases using probabilistic measures.
We judiciously leverage fine-grained semantic typing of relational arguments for identifying synonymous phrases.
The evaluation of POLY shows significant improvements in precision and recall over the prior works on PATTY and DEFIE.
An extrinsic use case demonstrates the benefits of POLY for question answering.



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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{Grycner2015,
AUTHOR = {Grycner, Adam and Weikum, Gerhard},
TITLE = {{POLY}: Mining Relational Paraphrases from Multilingual Sentences},
BOOKTITLE = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
PUBLISHER = {Association for Computational Linguistics},
YEAR = {2016},
ORGANIZATION = {Association for Computational Linguistics},
PAGES = {2183--2192},
ADDRESS = {Austin, Texas},
MONTH = {November},
}


Entry last modified by Adam Grycner, 12/05/2016
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Editor(s)
Adam Grycner
Created
12/05/2016 11:31:56 AM
Revision
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Editor
Adam Grycner



Edit Date
12/05/2016 11:31:56 AM