Automatic Creation of Multilingual Semantic Networks from Wikipedia

Océane Chabrol; David  Norrestam; Pierre Nugues

Automatic Creation of Multilingual Semantic Networks from Wikipedia

Océane Chabrol, David Norrestam, Pierre Nugues

ENSTA ParisTech

Forskningsoutput: Konferensbidrag › Konferenspaper, ej i proceeding/ej förlagsutgivet › Peer review

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Sammanfattning

This paper describes the automatic creation of semantic networks from Wikipedia. Following Lipczak et al. (2014), we constructed the graphs corresponding to the semantic networks by merging across languages the categories manually assigned by the users. This results in a network of related concepts for each entity of Wikipedia. We used these networks as a component of an entity linking system. the networks showed they could improve the results by 1% over an already strong baseline.

Originalspråk	engelska
Status	Published - 2016
Evenemang	Sixth Swedish Language Technology Conference (SLTC 2016) - Umeå University, Umeå, Sverige Varaktighet: 2016 nov. 17 → 2016 nov. 18

Konferens

Konferens	Sixth Swedish Language Technology Conference (SLTC 2016)
Land/Territorium	Sverige
Ort	Umeå
Period	2016/11/17 → 2016/11/18

Ämnesklassifikation (UKÄ)

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SLTC_2016_paper_1-1

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@conference{c66c4e92941b4a21ae288b58cec51bc3,

title = "Automatic Creation of Multilingual Semantic Networks from Wikipedia",

abstract = "This paper describes the automatic creation of semantic networks from Wikipedia. Following Lipczak et al. (2014), we constructed the graphs corresponding to the semantic networks by merging across languages the categories manually assigned by the users. This results in a network of related concepts for each entity of Wikipedia. We used these networks as a component of an entity linking system. the networks showed they could improve the results by 1% over an already strong baseline.",

author = "Oc{\'e}ane Chabrol and David Norrestam and Pierre Nugues",

year = "2016",

language = "English",

note = " Sixth Swedish Language Technology Conference (SLTC 2016) ; Conference date: 17-11-2016 Through 18-11-2016",

}

TY - CONF

T1 - Automatic Creation of Multilingual Semantic Networks from Wikipedia

AU - Chabrol, Océane

AU - Norrestam, David

AU - Nugues, Pierre

PY - 2016

Y1 - 2016

N2 - This paper describes the automatic creation of semantic networks from Wikipedia. Following Lipczak et al. (2014), we constructed the graphs corresponding to the semantic networks by merging across languages the categories manually assigned by the users. This results in a network of related concepts for each entity of Wikipedia. We used these networks as a component of an entity linking system. the networks showed they could improve the results by 1% over an already strong baseline.

AB - This paper describes the automatic creation of semantic networks from Wikipedia. Following Lipczak et al. (2014), we constructed the graphs corresponding to the semantic networks by merging across languages the categories manually assigned by the users. This results in a network of related concepts for each entity of Wikipedia. We used these networks as a component of an entity linking system. the networks showed they could improve the results by 1% over an already strong baseline.

M3 - Paper, not in proceeding

T2 - Sixth Swedish Language Technology Conference (SLTC 2016)

Y2 - 17 November 2016 through 18 November 2016

ER -

Automatic Creation of Multilingual Semantic Networks from Wikipedia

Sammanfattning

Konferens

Ämnesklassifikation (UKÄ)

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