File size: 4,026 Bytes
4b86208
 
 
 
 
c388429
b230107
c388429
4b86208
 
 
 
 
2ce724f
4b86208
 
 
815f3d2
4b86208
815f3d2
589d053
815f3d2
589d053
 
038ddeb
 
 
 
 
2ba3fa3
 
fb70414
 
 
 
 
 
 
2ba3fa3
fb70414
 
 
 
 
 
 
de12d21
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7a83529
de12d21
7a83529
de12d21
7a83529
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1f39e3a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4b86208
 
18bd48d
4b86208
 
 
 
 
 
 
7aaf55d
4b86208
7aaf55d
4b86208
 
 
 
ad8385d
 
 
 
 
 
 
 
 
 
 
4b86208
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
---
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.