Slovene Translation of the Atomic 2020 data set SloATOMIC 2020

  Authors

Mladenić Grobelnik, Adrian ; Novak, Erik ; Mladenić, Dunja and Grobelnik, Marko

  Item identifier

http://hdl.handle.net/11356/1724

 Project URL

https://github.com/E3-JSI/dataset-SloATOMIC-2020

 Referenced by

https://ailab.ijs.si/dunja/SiKDD2022/Papers/SiKDD2022_paper_5674.pdf

 Date issued

2022-11-23

 Type

corpus, text

 Size

1331114 entries

 Language(s)

Slovenian

 Description

The SloATOMIC 2020 corpus contains the Slovene translations of the ATOMIC 2020 data set, a commonsense knowledge graph with 1.33M everyday inferential knowledge tuples about entities and events. The translations were acquired using the DeepL translation service, where a selection of about 10k examples was also manually inspected and appropriately fixed. The corpus consists of 1.331.114 examples distributed across the train, validation, and test data sets. The corpus was created as part of work package 4 of the Slovene in the Digital Environment project. The corpus consists of the following files: - sloatomic_train.tsv: The training set. - sloatomic_dev.tsv: The validation set. - sloatomic_test.tsv.automatic_all: The test set containing all of the automatically translated examples. - sloatomic_test.tsv.automatic_10k: The selection of 10k examples from the complete test set. - sloatomic_test.tsv.manual_10k: The manually inspected and fixed examples of the automatic 10k subset. The data is in the tsv (tab-seperated) format. Each line contains one example. The columns are: - head_event: The head event of the example. - relation: The relation between the head event and the tail event. The relation can be one of the 23 different descriptors. - tail_event: The tail event of the example.

 Publisher

Jožef Stefan Institute

 Acknowledgement

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

 Subject(s)

commonsense reasoning knowledge graph dataset

 Collection(s)

CLARIN.SI data & tools

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