|
|
--- |
|
|
annotations_creators: |
|
|
- found |
|
|
language_creators: |
|
|
- found |
|
|
language: |
|
|
- af |
|
|
- am |
|
|
- ar |
|
|
- ast |
|
|
- az |
|
|
- be |
|
|
- bg |
|
|
- bn |
|
|
- br |
|
|
- ca |
|
|
- ceb |
|
|
- cs |
|
|
- cy |
|
|
- da |
|
|
- de |
|
|
- el |
|
|
- en |
|
|
- eo |
|
|
- es |
|
|
- et |
|
|
- eu |
|
|
- fa |
|
|
- fi |
|
|
- fr |
|
|
- fy |
|
|
- ga |
|
|
- gd |
|
|
- gl |
|
|
- ha |
|
|
- he |
|
|
- hi |
|
|
- hr |
|
|
- hu |
|
|
- hy |
|
|
- id |
|
|
- ig |
|
|
- ilo |
|
|
- is |
|
|
- it |
|
|
- ja |
|
|
- jv |
|
|
- ka |
|
|
- kk |
|
|
- km |
|
|
- ko |
|
|
- la |
|
|
- lb |
|
|
- lg |
|
|
- lt |
|
|
- lv |
|
|
- mg |
|
|
- mk |
|
|
- ml |
|
|
- mr |
|
|
- ms |
|
|
- my |
|
|
- ne |
|
|
- nl |
|
|
- 'no' |
|
|
- oc |
|
|
- om |
|
|
- or |
|
|
- pl |
|
|
- pt |
|
|
- ro |
|
|
- ru |
|
|
- sd |
|
|
- si |
|
|
- sk |
|
|
- sl |
|
|
- so |
|
|
- sq |
|
|
- sr |
|
|
- su |
|
|
- sv |
|
|
- sw |
|
|
- ta |
|
|
- tl |
|
|
- tr |
|
|
- tt |
|
|
- uk |
|
|
- ur |
|
|
- uz |
|
|
- vi |
|
|
- wo |
|
|
- xh |
|
|
- yi |
|
|
- yo |
|
|
- zh |
|
|
- zu |
|
|
- se |
|
|
license: |
|
|
- unknown |
|
|
multilinguality: |
|
|
- multilingual |
|
|
size_categories: |
|
|
en-nl: |
|
|
- n<110M |
|
|
en-af: |
|
|
- n<9M |
|
|
en-lt: |
|
|
- <24M |
|
|
source_datasets: |
|
|
- original |
|
|
task_categories: |
|
|
- conditional-text-generation |
|
|
task_ids: |
|
|
- machine-translation |
|
|
paperswithcode_id: ccmatrix |
|
|
pretty_name: CCMatrixV1 |
|
|
--- |
|
|
|
|
|
# Dataset Card for CCMatrix v1 |
|
|
|
|
|
## 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://opus.nlpl.eu/CCMatrix.php |
|
|
- **Repository:** None |
|
|
- **Paper:** https://arxiv.org/abs/1911.04944 |
|
|
### Dataset Summary |
|
|
|
|
|
This corpus has been extracted from web crawls using the margin-based bitext mining techniques described at https://github.com/facebookresearch/LASER/tree/master/tasks/CCMatrix. |
|
|
|
|
|
* 90 languages, 1,197 bitexts |
|
|
* total number of files: 90 |
|
|
* total number of tokens: 112.14G |
|
|
* total number of sentence fragments: 7.37G |
|
|
|
|
|
### Supported Tasks and Leaderboards |
|
|
[More Information Needed] |
|
|
### Languages |
|
|
|
|
|
To load a language pair which isn't part of the config, all you need to do is specify the language code as pairs. |
|
|
You can find the valid pairs in Homepage section of Dataset Description: https://opus.nlpl.eu/CCMatrix.php |
|
|
E.g. |
|
|
|
|
|
``` |
|
|
dataset = load_dataset("yhavinga/ccmatrix", lang1="en", lang2="nl") |
|
|
``` |
|
|
|
|
|
## Dataset Structure |
|
|
### Data Instances |
|
|
For example: |
|
|
|
|
|
```json |
|
|
{ |
|
|
"id": 1, |
|
|
"score": 1.2498379, |
|
|
"translation": { |
|
|
"nl": "En we moeten elke waarheid vals noemen die niet minstens door een lach vergezeld ging.”", |
|
|
"en": "And we should call every truth false which was not accompanied by at least one laugh.”" |
|
|
} |
|
|
} |
|
|
``` |
|
|
|
|
|
### Data Fields |
|
|
Each example contains an integer id starting with 0, a score, and a translation dictionary with the language 1 and |
|
|
language 2 texts. |
|
|
|
|
|
### Data Splits |
|
|
Only a `train` split is provided. |
|
|
|
|
|
## Dataset Creation |
|
|
### Curation Rationale |
|
|
[More Information Needed] |
|
|
### Source Data |
|
|
[More Information Needed] |
|
|
#### Initial Data Collection and Normalization |
|
|
[More Information Needed] |
|
|
#### Who are the source language producers? |
|
|
[More Information Needed] |
|
|
### Annotations |
|
|
[More Information Needed] |
|
|
#### 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 |
|
|
[More Information Needed] |
|
|
### Contributions |
|
|
|
