About: Building Annotated Corpora without Experts

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper, we present a low-cost approach of building a multi-purpose language resource for Czech, based on currently available results of previous work done by various teams. We focus on the first phase that consists of verifying validity of automatically discovered syntactic elements in 10 000 sentences by 47 human annotators. Due to the number of annotators and very limited time for training, existing heavy-weight techniques for building annotated corpora were not applicable. We have decided to avoid using experts when results between annotators differed. This means that our corpus does not offer ultimate answers, but raw data and models for obtaining ``correct'' answer tailored to user's application. Finally we discuss the currently achieved results and future plans. In this paper, we present a low-cost approach of building a multi-purpose language resource for Czech, based on currently available results of previous work done by various teams. We focus on the first phase that consists of verifying validity of automatically discovered syntactic elements in 10 000 sentences by 47 human annotators. Due to the number of annotators and very limited time for training, existing heavy-weight techniques for building annotated corpora were not applicable. We have decided to avoid using experts when results between annotators differed. This means that our corpus does not offer ultimate answers, but raw data and models for obtaining ``correct'' answer tailored to user's application. Finally we discuss the currently achieved results and future plans. (en)
Title	Building Annotated Corpora without Experts Building Annotated Corpora without Experts (en)
skos:prefLabel	Building Annotated Corpora without Experts Building Annotated Corpora without Experts (en)
skos:notation	RIV/00216224:14330/11:00049482!RIV12-AV0-14330___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(1ET100300419), P(LC536), S
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Grác, Marek
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	188876
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/11:00049482
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	corpus annotation crowdsourcing (en)
http://linked.open.../riv/klicoveSlovo	corpus annotation crowdsourcing
http://linked.open...ontrolniKodProRIV	[E81F0DA93FF3]
http://linked.open...v/mistoKonaniAkce	2011
http://linked.open...i/riv/mistoVydani	Bratislava, Slovensko
http://linked.open...i/riv/nazevZdroje	Natural Language Processing, Multilinguality
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Integrated center for natural language processing Intelligent Models, Algorithms, Methods and Tools for the Semantic Web (realization)
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Grác, Marek
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2011-01-01 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Slovak National Corpus
https://schema.org/isbn	978-80-263-0049-6
http://localhost/t...ganizacniJednotka	14330

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