DaMuEL 1.0: A Large Multilingual Dataset for Entity Linking

Kubeša, David ; Straka, Milan

Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2023

Online unknown

Zugriff:

Volltext

We present DaMuEL, a large Multilingual Dataset for Entity Linking containing data in 53 languages. DaMuEL consists of two components: a knowledge base that contains language-agnostic information about entities, including their claims from Wikidata and named entity types (PER, ORG, LOC, EVENT, BRAND, WORK_OF_ART, MANUFACTURED); and Wikipedia texts with entity mentions linked to the knowledge base, along with language-specific text from Wikidata such as labels, aliases, and descriptions, stored separately for each language. The Wikidata QID is used as a persistent, language-agnostic identifier, enabling the combination of the knowledge base with language-specific texts and information for each entity. Wikipedia documents deliberately annotate only a single mention for every entity present; we further automatically detect all mentions of named entities linked from each document. The dataset contains 27.9M named entities in the knowledge base and 12.3G tokens from Wikipedia texts. The dataset is published under the CC BY-SA licence.

Titel:	DaMuEL 1.0: A Large Multilingual Dataset for Entity Linking
Autor/in / Beteiligte Person:	Kubeša, David ; Straka, Milan
Link:	http://arxiv.org/abs/2306.09288 Volltext
Veröffentlichung:	Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2023
Medientyp:	unknown
Schlagwort:	entity linking NEL NER dataset knowledge base
Sonstiges:	Nachgewiesen in: BASE Sprachen: Afrikaans, Arabic, Armenian, Basque, Belarusian, Bulgarian, Catalan; Valencian, Chinese, Croatian, Czech, Danish, Dutch; Flemish, English, Estonian, Finnish, French, Galician, German, Hebrew, Hindi, Hungarian, Indonesian, Irish, Italian, Japanese, Korean, Latin, Latvian, Lithuanian, Maltese, Marathi, Greek, Modern (1453-), Northern Sami, Norwegian Nynorsk; Nynorsk, Norwegian, Persian, Polish, Portuguese, Romanian; Moldavian; Moldovan, Russian, Gaelic; Scottish Gaelic, Serbian, Slovak, Slovenian, Spanish; Castilian, Swedish, Tamil, Telugu, Uighur; Uyghur, Ukrainian, Urdu, Vietnamese, Wolof Collection: LINDAT-Clarin: Repository (Centre for Language Research Infrastructure in the Czech Republic) Document Type: other/unknown material File Description: text/plain; charset=utf-8; application/x-tar; downloadable_files_count: 54 Language: Afrikaans ; Arabic ; Armenian ; Basque ; Belarusian ; Bulgarian ; Catalan; Valencian ; Chinese ; Croatian ; Czech ; Danish ; Dutch; Flemish ; English ; Estonian ; Finnish ; French ; Galician ; German ; Hebrew ; Hindi ; Hungarian ; Indonesian ; Irish ; Italian ; Japanese ; Korean ; Latin ; Latvian ; Lithuanian ; Maltese ; Marathi ; Greek, Modern (1453-) ; Northern Sami ; Norwegian Nynorsk; Nynorsk, Norwegian ; Persian ; Polish ; Portuguese ; Romanian; Moldavian; Moldovan ; Russian ; Gaelic; Scottish Gaelic ; Serbian ; Slovak ; Slovenian ; Spanish; Castilian ; Swedish ; Tamil ; Telugu ; Uighur; Uyghur ; Ukrainian ; Urdu ; Vietnamese ; Wolof Rights: Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) ; http://creativecommons.org/licenses/by-sa/4.0/ ; PUB

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