Choice of plausible alternatives dataset in Croatian COPA-HR

Name: Choice of plausible alternatives dataset in Croatian COPA-HR
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola

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dc.contributor.author	Ljubešić, Nikola
dc.date.accessioned	2021-02-25T09:53:51Z
dc.date.available	2021-02-25T09:53:51Z
dc.date.issued	2021-02-24
dc.identifier.uri	http://hdl.handle.net/11356/1404
dc.description	The COPA-HR dataset (Choice of plausible alternatives in Croatian) is a translation of the English COPA dataset (https://people.ict.usc.edu/~gordon/copa.html) by following the XCOPA dataset translation methodology (https://arxiv.org/abs/2005.00333). The dataset consists of 1000 premises (My body cast a shadow over the grass), each given a question (What is the cause?), and two choices (The sun was rising; The grass was cut), with a label encoding which of the choices is more plausible given the annotator or translator (The sun was rising). The observed agreement of the English annotator and the Croatian translator is perfect on the training and the validation dataset, with one different label (agreement of 99.8%) on the test dataset. The current state-of-the-art on this dataset is held by the BERTić model (https://huggingface.co/CLASSLA/bcms-bertic), achieving an accuracy of 66% (50% is random).
dc.language.iso	hrv
dc.publisher	Jožef Stefan Institute
dc.relation.isreferencedby	https://arxiv.org/abs/2104.09243
dc.rights	Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
dc.rights.uri	https://creativecommons.org/licenses/by-sa/4.0/
dc.rights.label	PUB
dc.source.uri	https://www.clarin.si/info/k-centre/
dc.subject	commonsense reasoning
dc.subject	manual annotation
dc.subject	manual translation
dc.title	Choice of plausible alternatives dataset in Croatian COPA-HR
dc.type	corpus
metashare.ResourceInfo#ContentInfo.mediaType	text
has.files	yes
branding	CLARIN.SI data & tools
contact.person	Nikola Ljubešić nikola.ljubesic@ijs.si Jožef Stefan Institute
sponsor	Jožef Stefan Institute CLARIN CLARIN.SI nationalFunds
sponsor	ARRS (Slovenian Research Agency) P6-0411 Language Resources and Technologies for Slovene nationalFunds
size.info	1000 items
files.count	3
files.size	198859