| RADZISZEWSKI, Adam and Marek GRÁC. Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser. In Habernal, Ivan; Matoušek, Václav. Text, Speech, and Dialogue. Plzeň: Springer Berling Heidelberg, 2013, p. 575-582. ISBN 978-3-642-40584-6. Available from: https://dx.doi.org/10.1007/978-3-642-40585-3_72. |
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@inproceedings{1123145,
author = {Radziszewski, Adam and Grác, Marek},
address = {Plzeň},
booktitle = {Text, Speech, and Dialogue},
doi = {http://dx.doi.org/10.1007/978-3-642-40585-3_72},
editor = {Habernal, Ivan; Matoušek, Václav},
keywords = {corpus annotation; shallow parsing; Czech},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Plzeň},
isbn = {978-3-642-40584-6},
pages = {575-582},
publisher = {Springer Berling Heidelberg},
title = {Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser},
year = {2013}
}
TY - JOUR
ID - 1123145
AU - Radziszewski, Adam - Grác, Marek
PY - 2013
TI - Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser
PB - Springer Berling Heidelberg
CY - Plzeň
SN - 9783642405846
KW - corpus annotation
KW - shallow parsing
KW - Czech
N2 - Bushbank is a relatively new concept - a type of annotated corpus where annotation is driven by use of automatic tools and the task of human annotators is limited to accepting or rejecting parts of their output. This creates a possibility to obtain annotated corpora of considerable size at relatively low cost. In this paper we ask the question if the Czech Bushbank is reliable enough to be used for a NLP task instead of a traditional corpus with high annotation rigour. We perform evaluation of three different parsers using its shallow syntactic annotation, including a CRF chunker made originally for Polish. The results are very promising, showing that many practical applications could benefit from low-cost annotation.
ER -
RADZISZEWSKI, Adam and Marek GRÁC. Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser. In Habernal, Ivan; Matoušek, Václav. \textit{Text, Speech, and Dialogue}. Plzeň: Springer Berling Heidelberg, 2013, p.~575-582. ISBN~978-3-642-40584-6. Available from: https://dx.doi.org/10.1007/978-3-642-40585-3\_{}72.
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