|
--- |
|
annotations_creators: |
|
- found |
|
language_creators: |
|
- found |
|
language: |
|
- ig |
|
license: |
|
- unknown |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 1K<n<10K |
|
- n<1K |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- text-generation |
|
- fill-mask |
|
task_ids: |
|
- language-modeling |
|
- masked-language-modeling |
|
paperswithcode_id: null |
|
pretty_name: Igbo Monolingual Dataset |
|
dataset_info: |
|
- config_name: eze_goes_to_school |
|
features: |
|
- name: format |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: chapters |
|
sequence: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 128309 |
|
num_examples: 1 |
|
download_size: 8260947 |
|
dataset_size: 128309 |
|
- config_name: bbc-igbo |
|
features: |
|
- name: source |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: description |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
- name: headline |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
- name: tags |
|
sequence: string |
|
splits: |
|
- name: train |
|
num_bytes: 3488908 |
|
num_examples: 1297 |
|
download_size: 8260947 |
|
dataset_size: 3488908 |
|
- config_name: igbo-radio |
|
features: |
|
- name: source |
|
dtype: string |
|
- name: headline |
|
dtype: string |
|
- name: author |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
- name: description |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 1129644 |
|
num_examples: 440 |
|
download_size: 8260947 |
|
dataset_size: 1129644 |
|
- config_name: jw-ot-igbo |
|
features: |
|
- name: format |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: chapters |
|
sequence: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 3489314 |
|
num_examples: 39 |
|
download_size: 8260947 |
|
dataset_size: 3489314 |
|
- config_name: jw-nt-igbo |
|
features: |
|
- name: format |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: chapters |
|
sequence: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 1228779 |
|
num_examples: 27 |
|
download_size: 8260947 |
|
dataset_size: 1228779 |
|
- config_name: jw-books |
|
features: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
- name: format |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 9456342 |
|
num_examples: 48 |
|
download_size: 8260947 |
|
dataset_size: 9456342 |
|
- config_name: jw-teta |
|
features: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
- name: format |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 991111 |
|
num_examples: 37 |
|
download_size: 8260947 |
|
dataset_size: 991111 |
|
- config_name: jw-ulo_nche |
|
features: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
- name: format |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 1952360 |
|
num_examples: 55 |
|
download_size: 8260947 |
|
dataset_size: 1952360 |
|
- config_name: jw-ulo_nche_naamu |
|
features: |
|
- name: title |
|
dtype: string |
|
- name: content |
|
dtype: string |
|
- name: format |
|
dtype: string |
|
- name: date |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 7248017 |
|
num_examples: 88 |
|
download_size: 8260947 |
|
dataset_size: 7248017 |
|
config_names: |
|
- bbc-igbo |
|
- eze_goes_to_school |
|
- igbo-radio |
|
- jw-books |
|
- jw-nt-igbo |
|
- jw-ot-igbo |
|
- jw-teta |
|
- jw-ulo_nche |
|
- jw-ulo_nche_naamu |
|
--- |
|
|
|
# Dataset Card for Igbo Monolingual Dataset |
|
|
|
## Table of Contents |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-fields) |
|
- [Data Splits](#data-splits) |
|
- [Dataset Creation](#dataset-creation) |
|
- [Curation Rationale](#curation-rationale) |
|
- [Source Data](#source-data) |
|
- [Annotations](#annotations) |
|
- [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
- [Considerations for Using the Data](#considerations-for-using-the-data) |
|
- [Social Impact of Dataset](#social-impact-of-dataset) |
|
- [Discussion of Biases](#discussion-of-biases) |
|
- [Other Known Limitations](#other-known-limitations) |
|
- [Additional Information](#additional-information) |
|
- [Dataset Curators](#dataset-curators) |
|
- [Licensing Information](#licensing-information) |
|
- [Citation Information](#citation-information) |
|
- [Contributions](#contributions) |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_monoling |
|
- **Repository:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_monoling |
|
- **Paper:** https://arxiv.org/abs/2004.00648 |
|
|
|
### Dataset Summary |
|
|
|
A dataset is a collection of Monolingual Igbo sentences. |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
|
|
|
### Languages |
|
|
|
Igbo (ig) |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
Here is an example from the bb-igbo config: |
|
``` |
|
{'content': 'Ike Ekweremmadụ\n\nIke ịda jụụ otụ nkeji banyere oke ogbugbu na-eme n\'ala Naijiria agwụla Ekweremmadụ\n\nOsote onye-isi ndị ome-iwu Naịjirịa bụ Ike Ekweremadu ekwuola na ike agwụla ndị Sịnatị iji otu nkeji darajụụ akwanyere ndị egburu n\'ime oke ọgbaghara dị na Naịjirịa oge ọ bula.\n\nEkweremadu katọrọ mwakpọ na ogbugbu ndị Naịjirịa aka ha dị ọcha nke ndị Fulani na-achị ehi mere, kwuo na ike agwụla ndị ome- iwu ịkwanyere ha ugwu n\'otu nkeji\'\n\nCheta n\'otu ịzụka gara-aga ka emere akwam ozu mmadụ ruru iri asaa egburu na Local Gọọmenti Logo na Guma nke Benue Steeti, e be ihe kariri mmadụ iri ise ka akụkọ kwuru n\'egburu na Taraba Steeti.\n\nEkweremadu gosiri iwe gbasara ogbugbu ndị mmadụ na nzukọ ndị ome-iwu n\'ụbọchị taa, kwuo na Naịjirịa ga-ebu ụzọ nwe udo na nchekwa, tupu e kwuowa okwu iwulite obodo.\n\nỌ sịrị: "Ndị ome-iwu abụghị sọ ọsọ ndị ihe a metụtara, kama ndị Naịjirịa niile.\n\n\'Ike agwụla anyị iji otu nkeji dị jụụ maka nkwanye ugwu. Ihe anyị chọrọ bụ udo na nchekwa tupu echewa echịchị nwuli obodo."', |
|
'date': '2018-01-19T17:07:38Z', |
|
'description': "N'ihi oke ogbugbu ndị mmadụ na Naịjirịa gbagburu gburu, osota onyeisi ndị ome-iwu Naịjirịa bụ Ike Ekweremadu ekwuola na ihe Naịjiria chọrọ bụ nchekwa tara ọchịchị, tupu ekwuwa okwu ihe ọzọ.", |
|
'headline': 'Ekweremadu: Ike agwụla ndị ụlọ ome iwu', |
|
'source': 'https://www.bbc.com/igbo/42712250', |
|
'tags': [], |
|
'title': 'Ekweremadu: Ike agwụla ndị ụlọ ome iwu'} |
|
``` |
|
|
|
### Data Fields |
|
|
|
For config 'eze_goes_to_school': |
|
- format, title, chapters |
|
|
|
For config 'bbc-igbo' : |
|
- source, title, description, date (Missing date values replaced with empty strings), headline, content, tags (Missing tags replaced with empty list) |
|
|
|
For config 'igbo-radio': |
|
- source, headline, author, date, description, content |
|
|
|
For config 'jw-ot-igbo': |
|
- format, title, chapters |
|
|
|
For config 'jw-nt-igbo': |
|
- format, title, chapters |
|
|
|
For config 'jw-books': |
|
- title, content, format, date (Missing date values replaced with empty strings) |
|
|
|
For config 'jw-teta': |
|
- title, content, format, date (Missing date values replaced with empty strings) |
|
|
|
For config 'jw-ulo_nche': |
|
- title, content, format, date (Missing date values replaced with empty strings) |
|
|
|
For config 'jw-ulo_nche_naamu': |
|
- title, content, format, date (Missing date values replaced with empty strings) |
|
|
|
|
|
### Data Splits |
|
| bbc-igbo | eze_goes_to_school |igbo-radio| jw-books|jw-nt-igbo| jw-ot-igbo | jw-teta |jw-ulo_nche |jw-ulo_nche_naamu |
|
| ------------- |:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:| |
|
| 1297 | 1 | 440 | 48 | 27 | 39 | 37 | 55 | 88 |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed] |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed] |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed] |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
@misc{ezeani2020igboenglish, |
|
title={Igbo-English Machine Translation: An Evaluation Benchmark}, |
|
author={Ignatius Ezeani and Paul Rayson and Ikechukwu Onyenwe and Chinedu Uchechukwu and Mark Hepple}, |
|
year={2020}, |
|
eprint={2004.00648}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
|
|
### Contributions |
|
|
|
Thanks to [@purvimisal](https://github.com/purvimisal) for adding this dataset. |
