---
annotations_creators:
- found
language_creators:
- machine-generated
language:
- pt
license:
- lgpl-3.0
multilinguality:
- monolingual
- translation
size_categories:
- 10K<n<100K
source_datasets:
- extended|glue
task_categories:
- text-classification
task_ids:
- acceptability-classification
- natural-language-inference
- semantic-similarity-scoring
- sentiment-classification
- text-scoring
pretty_name: PLUE (Portuguese Language Understanding Evaluation benchmark)
tags:
- paraphrase-identification
- qa-nli
- coreference-nli
configs:
- config_name: CoLA
  data_files:
  - split: train
    path: "datasets/CoLA/train.tsv"
  - split: dev
    path: "datasets/CoLA/dev.tsv"
  - split: test
    path: "datasets/CoLA/test.tsv"
- config_name: MRPC
  data_files:
  - split: train
    path: "datasets/MRPC/train.tsv"
  - split: dev
    path: "datasets/MRPC/dev.tsv"
  - split: test
    path: "datasets/MRPC/test.tsv"
- config_name: QNLI
  data_files:
  - split: train
    path: "datasets/QNLI/train.tsv"
  - split: dev
    path: "datasets/QNLI/dev.tsv"
  - split: test
    path: "datasets/QNLI/test.tsv"
- config_name: QNLI_v2
  data_files:
  - split: train
    path: "datasets/QNLI_v2/train.tsv"
  - split: dev
    path: "datasets/QNLI_v2/dev.tsv"
  - split: test
    path: "datasets/QNLI_v2/test.tsv"
- config_name: QQP_v2
  data_files:
  - split: train
    path: "datasets/QQP_v2/train.tsv"
  - split: dev
    path: "datasets/QQP_v2/dev.tsv"
  - split: test
    path: "datasets/QQP_v2/test.tsv"
- config_name: RTE
  data_files:
  - split: train
    path: "datasets/RTE/train.tsv"
  - split: dev
    path: "datasets/RTE/dev.tsv"
  - split: test
    path: "datasets/RTE/test.tsv"
- config_name: SciTail
  data_files:
  - split: train
    path: "datasets/SciTail/train.tsv"
  - split: dev
    path: "datasets/SciTail/dev.tsv"
  - split: test
    path: "datasets/SciTail/test.tsv"
- config_name: SST-2
  data_files:
  - split: train
    path: "datasets/SST-2/train.tsv"
  - split: dev
    path: "datasets/SST-2/dev.tsv"
  - split: test
    path: "datasets/SST-2/test.tsv"
- config_name: STS-B
  data_files:
  - split: train
    path: "datasets/STS-B/train.tsv"
  - split: dev
    path: "datasets/STS-B/dev.tsv"
  - split: test
    path: "datasets/STS-B/test.tsv"
- config_name: WNLI
  data_files:
  - split: train
    path: "datasets/WNLI/train.tsv"
  - split: dev
    path: "datasets/WNLI/dev.tsv"
  - split: test
    path: "datasets/WNLI/test.tsv"
- config_name: SNLI
  data_files:
  - split: train_raw
    path: "datasets/SNLI/train_raw.tsv"
  - split: train
    path: "datasets/SNLI/train.tsv"
  - split: dev
    path: "datasets/SNLI/dev.tsv"
  - split: test
    path: "datasets/SNLI/test.tsv"
- config_name: MNLI
  data_files:
  - split: test_matched
    path: "datasets/MNLI/test_matched.tsv"
  - split: test_mismatched
    path: "datasets/MNLI/test_mismatched.tsv"
  - split: dev_matched
    path: "datasets/MNLI/dev_matched.tsv"
  - split: dev_mismatched
    path: "datasets/MNLI/dev_mismatched.tsv"
  - split: train
    path: "datasets/MNLI/train.tsv"
---

# PLUE

- **Repository:** https://github.com/ju-resplande/PLUE
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**


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>.

The language data in PLUE is Brazilian Portuguese (BCP-47 pt-BR) 


### 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.