Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
natural-language-inference
Size:
10K - 100K
License:
File size: 4,377 Bytes
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---
license: apache-2.0
language:
- en
- am
- ig
- fr
- sn
- ln
- lug
- wo
- ee
- xh
- kin
- tw
- zu
- orm
- yo
- ha
- sot
- sw
size_categories:
- n<1K
multilinguality:
- multilingual
pretty_name: afrixnli
language_details: eng, amh, ibo, fra, sna, lin, wol, ewe, lug, xho, kin, twi, zul, orm, yor, hau, sot, swa
source_datasets:
- xnli
tags:
- afrixnli
- afri-xnli
- africanxnli
task_categories:
- text-classification
task_ids:
- natural-language-inference
configs:
- config_name: amh
data_files:
- split: validation
path: data/amh/dev.tsv
- split: test
path: data/amh/test.tsv
- config_name: eng
data_files:
- split: validation
path: data/eng/dev.tsv
- split: test
path: data/eng/test.tsv
- config_name: ewe
data_files:
- split: validation
path: data/ewe/dev.tsv
- split: test
path: data/ewe/test.tsv
- config_name: fra
data_files:
- split: validation
path: data/fra/dev.tsv
- split: test
path: data/fra/test.tsv
- config_name: hau
data_files:
- split: validation
path: data/hau/dev.tsv
- split: test
path: data/hau/test.tsv
- config_name: ibo
data_files:
- split: validation
path: data/ibo/dev.tsv
- split: test
path: data/ibo/test.tsv
- config_name: kin
data_files:
- split: validation
path: data/kin/dev.tsv
- split: test
path: data/kin/test.tsv
- config_name: lin
data_files:
- split: validation
path: data/lin/dev.tsv
- split: test
path: data/lin/test.tsv
- config_name: lug
data_files:
- split: validation
path: data/lug/dev.tsv
- split: test
path: data/lug/test.tsv
- config_name: orm
data_files:
- split: validation
path: data/orm/dev.tsv
- split: test
path: data/orm/test.tsv
- config_name: sna
data_files:
- split: validation
path: data/sna/dev.tsv
- split: test
path: data/sna/test.tsv
- config_name: sot
data_files:
- split: validation
path: data/sot/dev.tsv
- split: test
path: data/sot/test.tsv
- config_name: swa
data_files:
- split: validation
path: data/swa/dev.tsv
- split: test
path: data/swa/test.tsv
- config_name: twi
data_files:
- split: validation
path: data/twi/dev.tsv
- split: test
path: data/twi/test.tsv
- config_name: wol
data_files:
- split: validation
path: data/wol/dev.tsv
- split: test
path: data/wol/test.tsv
- config_name: xho
data_files:
- split: validation
path: data/xho/dev.tsv
- split: test
path: data/xho/test.tsv
- config_name: yor
data_files:
- split: validation
path: data/yor/dev.tsv
- split: test
path: data/yor/test.tsv
- config_name: zul
data_files:
- split: validation
path: data/zul/dev.tsv
- split: test
path: data/zul/test.tsv
---
# Dataset Card for afrixnli
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
## Dataset Description
- **Point of Contact:** d.adelani@ucl.ac.uk
### Dataset Summary
AFRIXNLI is an evaluation dataset comprising translations of a subset of the XNLI dataset into 16 African languages.
It includes both validation and test sets across all 18 languages, maintaining the English and French subsets from the original XNLI dataset.
### Languages
There are 18 languages available :
## Dataset Structure
### Data Instances
The examples look like this for English:
```
from datasets import load_dataset
data = load_dataset('masakhane/afrixnli', '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 has two splits, `dev` and `test` a subset of the original `dev` and `test` splits of the XNLI dataset.
The splits have the following sizes :
| Language | validation | test |
|-----------------|-----------:|-----:|
| English | 450 | 600 | |