DaMuEL 1.0: A Large Multilingual Dataset for Entity Linking

PID

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.

Identifier
PID http://hdl.handle.net/11234/1-5047
Related Identifier http://arxiv.org/abs/2306.09288
Metadata Access http://lindat.mff.cuni.cz/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:lindat.mff.cuni.cz:11234/1-5047
Provenance
Creator Kubeša, David; Straka, Milan
Publisher Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Publication Year 2023
Rights Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0); http://creativecommons.org/licenses/by-sa/4.0/; PUB
OpenAccess true
Contact lindat-help(at)ufal.mff.cuni.cz
Representation
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; Marāṭhī; Greek, Modern (1453-); Greek; Northern Sami; Norwegian Nynorsk; Nynorsk, Norwegian; Persian; Farsi; Polish; Portuguese; Romanian; Moldavian; Moldovan; Russian; Gaelic; Scottish Gaelic; Serbian; Slovak; Slovenian; Slovene; Spanish; Castilian; Swedish; Tamil; Telugu; Uighur; Uyghur; Ukrainian; Urdu; Vietnamese; Wolof
Resource Type corpus
Format text/plain; charset=utf-8; application/x-tar; downloadable_files_count: 54
Discipline Linguistics