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 | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/amh/dev.tsv | |
| - split: test | |
| path: data/amh/test.tsv | |
| - config_name: eng | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/eng/dev.tsv | |
| - split: test | |
| path: data/eng/test.tsv | |
| - config_name: ewe | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/ewe/dev.tsv | |
| - split: test | |
| path: data/ewe/test.tsv | |
| - config_name: fra | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/fra/dev.tsv | |
| - split: test | |
| path: data/fra/test.tsv | |
| - config_name: hau | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/hau/dev.tsv | |
| - split: test | |
| path: data/hau/test.tsv | |
| - config_name: ibo | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/ibo/dev.tsv | |
| - split: test | |
| path: data/ibo/test.tsv | |
| - config_name: kin | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/kin/dev.tsv | |
| - split: test | |
| path: data/kin/test.tsv | |
| - config_name: lin | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/lin/dev.tsv | |
| - split: test | |
| path: data/lin/test.tsv | |
| - config_name: lug | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/lug/dev.tsv | |
| - split: test | |
| path: data/lug/test.tsv | |
| - config_name: orm | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/orm/dev.tsv | |
| - split: test | |
| path: data/orm/test.tsv | |
| - config_name: sna | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/sna/dev.tsv | |
| - split: test | |
| path: data/sna/test.tsv | |
| - config_name: sot | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/sot/dev.tsv | |
| - split: test | |
| path: data/sot/test.tsv | |
| - config_name: swa | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/swa/dev.tsv | |
| - split: test | |
| path: data/swa/test.tsv | |
| - config_name: twi | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/twi/dev.tsv | |
| - split: test | |
| path: data/twi/test.tsv | |
| - config_name: wol | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/wol/dev.tsv | |
| - split: test | |
| path: data/wol/test.tsv | |
| - config_name: xho | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/xho/dev.tsv | |
| - split: test | |
| path: data/xho/test.tsv | |
| - config_name: yor | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| data_files: | |
| - split: validation | |
| path: data/yor/dev.tsv | |
| - split: test | |
| path: data/yor/test.tsv | |
| - config_name: zul | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| 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:** [email protected] | |
| ### 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 | |