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@inproceedings{955953,
author = {Grác, Marek},
address = {Bratislava, Slovensko},
booktitle = {Natural Language Processing, Multilinguality},
editor = {Daniela Majchráková, Radiovan Garabík},
keywords = {corpus annotation crowdsourcing},
language = {eng},
location = {Bratislava, Slovensko},
isbn = {978-80-263-0049-6},
pages = {81-88},
publisher = {Slovak National Corpus},
title = {Building Annotated Corpora without Experts},
year = {2011}
}
TY - JOUR
ID - 955953
AU - Grác, Marek
PY - 2011
TI - Building Annotated Corpora without Experts
PB - Slovak National Corpus
CY - Bratislava, Slovensko
SN - 9788026300496
KW - corpus annotation crowdsourcing
N2 - 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.
ER -
GRÁC, Marek. Building Annotated Corpora without Experts. In Daniela Majchráková, Radiovan Garabík. \textit{Natural Language Processing, Multilinguality}. Bratislava, Slovensko: Slovak National Corpus, 2011, p.~81-88. ISBN~978-80-263-0049-6.
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