An end-to-end entity linking approach for tweets

Ikuya Yamada; Hideaki Takeda; Yoshiyasu Takefuji

An end-to-end entity linking approach for tweets

Ikuya Yamada, Hideaki Takeda, Yoshiyasu Takefuji

Faculty of Environment and Information Studies

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Citations (Scopus)

Abstract

We present a novel approach for detecting, classifying, and linking entities from Twitter posts (tweets). The task is challenging because of the noisy, short, and informal nature of tweets. Consequently, the proposed approach introduces several methods that robustly facilitate successful realization of the task with enhanced performance in several measures.

Original language	English
Title of host publication	CEUR Workshop Proceedings
Publisher	CEUR-WS
Pages	55-56
Number of pages	2
Volume	1395
Publication status	Published - 2015
Event	5th Workshop on Making Sense of Microposts: Big Things Come in Small Packages, #Microposts 2015, at the 24th International Conference on the World Wide Web, WWW 2015 - Florence, Italy Duration: 2015 May 18 → …

Other

Other	5th Workshop on Making Sense of Microposts: Big Things Come in Small Packages, #Microposts 2015, at the 24th International Conference on the World Wide Web, WWW 2015
Country/Territory	Italy
City	Florence
Period	15/5/18 → …

Keywords

DBpedia
Entity linking
Twitter
Wikification
Wikipedia

ASJC Scopus subject areas

Computer Science(all)

Cite this

@inproceedings{a288c9ad54b04417b2c54b3a265a5900,

title = "An end-to-end entity linking approach for tweets",

abstract = "We present a novel approach for detecting, classifying, and linking entities from Twitter posts (tweets). The task is challenging because of the noisy, short, and informal nature of tweets. Consequently, the proposed approach introduces several methods that robustly facilitate successful realization of the task with enhanced performance in several measures.",

keywords = "DBpedia, Entity linking, Twitter, Wikification, Wikipedia",

author = "Ikuya Yamada and Hideaki Takeda and Yoshiyasu Takefuji",

year = "2015",

language = "English",

volume = "1395",

pages = "55--56",

booktitle = "CEUR Workshop Proceedings",

publisher = "CEUR-WS",

note = "5th Workshop on Making Sense of Microposts: Big Things Come in Small Packages, #Microposts 2015, at the 24th International Conference on the World Wide Web, WWW 2015 ; Conference date: 18-05-2015",

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TY - GEN

T1 - An end-to-end entity linking approach for tweets

AU - Yamada, Ikuya

AU - Takeda, Hideaki

AU - Takefuji, Yoshiyasu

PY - 2015

Y1 - 2015

N2 - We present a novel approach for detecting, classifying, and linking entities from Twitter posts (tweets). The task is challenging because of the noisy, short, and informal nature of tweets. Consequently, the proposed approach introduces several methods that robustly facilitate successful realization of the task with enhanced performance in several measures.

AB - We present a novel approach for detecting, classifying, and linking entities from Twitter posts (tweets). The task is challenging because of the noisy, short, and informal nature of tweets. Consequently, the proposed approach introduces several methods that robustly facilitate successful realization of the task with enhanced performance in several measures.

KW - DBpedia

KW - Entity linking

KW - Twitter

KW - Wikification

KW - Wikipedia

UR - http://www.scopus.com/inward/record.url?scp=84938526503&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84938526503&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:84938526503

VL - 1395

SP - 55

EP - 56

BT - CEUR Workshop Proceedings

PB - CEUR-WS

T2 - 5th Workshop on Making Sense of Microposts: Big Things Come in Small Packages, #Microposts 2015, at the 24th International Conference on the World Wide Web, WWW 2015

Y2 - 18 May 2015

ER -

An end-to-end entity linking approach for tweets

Abstract

Other

Keywords

ASJC Scopus subject areas

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Cite this