vivekvermaiit/GlobalNLI

Dataset Card for global_nli

Dataset Summary

Global NLI is a new text-based benchmark based on the aggregation of existing NLI datasets that are publicly available.

Languages

There are 59 languages available :

Dataset Structure

Data Instances

The examples look like this for English:

from datasets import load_dataset
data = load_dataset('vivekvermaiit/globalnli', 'eng') 
# Please, specify the language code
# A data point example is below:
{
'premise': 'The doors were locked when we went in.',
'hypothesis': 'All of the doors were open.',
'label': 0
}

Data Fields

• premise: a multilingual string variable,
• hypothesis: a multilingual string variable,
• label: a classification label, with possible values including entailment (0), neutral (1), contradiction (2).

Data Splits

All languages have two splits, dev and test set.

The splits have the following sizes :

Language	validation	test
English	30	600