Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
natural-language-inference
Size:
10K - 100K
License:
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 | |