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Datasets:
dlb
/
plue

Tasks:
Text Classification
Sub-tasks:
acceptability-classification
natural-language-inference
semantic-similarity-scoring
Languages:
Portuguese
Size:
10K<n<100K
Tags:
paraphrase-identification
qa-nli
coreference-nli
License:
Dataset card Files Community
5
plue
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---
annotations_creators:
- found
language_creators:
- machine-generated
languages:
- pt
licenses:
- 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)
- [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

- **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

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]

#### 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

```bibtex
@misc{Gomes2020,
  author = {GOMES, J. R. S.},
  title = {PLUE: Portuguese Language Understanding Evaluation},
  year = {2020},
  publisher = {GitHub},
  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.