@inproceedings{alonso-romeo-2014-crowdsourcing,
title = "Crowdsourcing as a preprocessing for complex semantic annotation tasks",
author = "Alonso, H{\'e}ctor Mart{\'\i}nez and
Romeo, Lauren",
editor = "Calzolari, Nicoletta and
Choukri, Khalid and
Declerck, Thierry and
Loftsson, Hrafn and
Maegaard, Bente and
Mariani, Joseph and
Moreno, Asuncion and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Ninth International Conference on Language Resources and Evaluation ({LREC}'14)",
month = may,
year = "2014",
address = "Reykjavik, Iceland",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2014/pdf/471_Paper.pdf",
pages = "229--234",
abstract = "This article outlines a methodology that uses crowdsourcing to reduce the workload of experts for complex semantic tasks. We split turker-annotated datasets into a high-agreement block, which is not modified, and a low-agreement block, which is re-annotated by experts. The resulting annotations have higher observed agreement. We identify different biases in the annotation for both turkers and experts.",
}
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%0 Conference Proceedings
%T Crowdsourcing as a preprocessing for complex semantic annotation tasks
%A Alonso, Héctor Martínez
%A Romeo, Lauren
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Loftsson, Hrafn
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14)
%D 2014
%8 May
%I European Language Resources Association (ELRA)
%C Reykjavik, Iceland
%F alonso-romeo-2014-crowdsourcing
%X This article outlines a methodology that uses crowdsourcing to reduce the workload of experts for complex semantic tasks. We split turker-annotated datasets into a high-agreement block, which is not modified, and a low-agreement block, which is re-annotated by experts. The resulting annotations have higher observed agreement. We identify different biases in the annotation for both turkers and experts.
%U http://www.lrec-conf.org/proceedings/lrec2014/pdf/471_Paper.pdf
%P 229-234
Markdown (Informal)
[Crowdsourcing as a preprocessing for complex semantic annotation tasks](http://www.lrec-conf.org/proceedings/lrec2014/pdf/471_Paper.pdf) (Alonso & Romeo, LREC 2014)
ACL