|
--- |
|
annotations_creators: |
|
- found |
|
language_creators: |
|
- machine-generated |
|
language: |
|
- pt |
|
license: |
|
- lgpl-3.0 |
|
multilinguality: |
|
- monolingual |
|
- translation |
|
pretty_name: PLUE (Portuguese Language Understanding Evaluation benchmark) |
|
size_categories: |
|
- 10K<n<100K |
|
source_datasets: |
|
- extended|glue |
|
task_categories: |
|
ax: |
|
- text-classification |
|
cola: |
|
- text-classification |
|
mnli: |
|
- text-classification |
|
mnli_matched: |
|
- text-classification |
|
mnli_mismatched: |
|
- text-classification |
|
mrpc: |
|
- text-classification |
|
qnli: |
|
- text-classification |
|
qqp: |
|
- text-classification |
|
rte: |
|
- text-classification |
|
scitail: |
|
- text-classification |
|
snli: |
|
- text-classification |
|
sst2: |
|
- text-classification |
|
stsb: |
|
- text-scoring |
|
wnli: |
|
- text-classification |
|
task_ids: |
|
ax: |
|
- natural-language-inference |
|
cola: |
|
- acceptability-classification |
|
mnli: |
|
- natural-language-inference |
|
mnli_matched: |
|
- natural-language-inference |
|
mnli_mismatched: |
|
- natural-language-inference |
|
mrpc: |
|
- text-classification-other-paraphrase-identification |
|
qnli: |
|
- text-classification-other-qa-nli |
|
qqp: |
|
- text-classification-other-paraphrase-identification |
|
rte: |
|
- natural-language-inference |
|
scitail: |
|
- natural-language-inference |
|
snli: |
|
- natural-language-inference |
|
sst2: |
|
- sentiment-classification |
|
stsb: |
|
- semantic-similarity-scoring |
|
wnli: |
|
- text-classification-other-coreference-nli |
|
--- |
|
|
|
# Dataset Card for PLUE |
|
|
|
## Table of Contents |
|
- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [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 |
|
|
|
- **Repository:** https://github.com/ju-resplande/PLUE |
|
- **Paper:** |
|
- **Leaderboard:** |
|
- **Point of Contact:** |
|
|
|
### Dataset Summary |
|
|
|
Portuguese translation of the <a href="https://gluebenchmark.com/">GLUE benchmark</a>, <a href=https://nlp.stanford.edu/projects/snli/>SNLI</a>, and <a href=https://allenai.org/data/scitail> Scitail</a> using <a href=https://github.com/Helsinki-NLP/OPUS-MT>OPUS-MT model</a> and <a href=https://cloud.google.com/translate/docs>Google Cloud Translation</a>. |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
|
|
|
### Languages |
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|
|
The language data in PLUE is Brazilian Portuguese (BCP-47 pt-BR) |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
[More Information Needed] |
|
|
|
### Data Fields |
|
|
|
[More Information Needed] |
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
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|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
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|
|
#### 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 |
|
|
|
```bibtex |
|
@misc{Gomes2020, |
|
author = {GOMES, J. R. S.}, |
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title = {PLUE: Portuguese Language Understanding Evaluation}, |
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year = {2020}, |
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publisher = {GitHub}, |
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journal = {GitHub repository}, |
|
howpublished = {\url{https://github.com/jubs12/PLUE}}, |
|
commit = {CURRENT_COMMIT} |
|
} |
|
``` |
|
|
|
### Contributions |
|
|
|
Thanks to [@ju-resplande](https://github.com/ju-resplande) for adding this dataset. |
