Update README.md

README.md

@@ -1,5 +1,613 @@
 ---
-license: other
+annotations_creators:
+- expert-generated
+language_creators:
+- other
 language:
-- aa
----
+- en
+license:
+- unknown
+multilinguality:
+- monolingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- extended|other
+task_categories:
+- text-classification
+- token-classification
+- question-answering
+task_ids:
+- natural-language-inference
+- word-sense-disambiguation
+- coreference-resolution
+- extractive-qa
+paperswithcode_id: superglue
+pretty_name: SuperGLUE
+tags:
+- superglue
+- NLU
+- natural language understanding
+dataset_info:
+- config_name: boolq
+  features:
+  - name: question
+    dtype: string
+  - name: passage
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': 'False'
+          '1': 'True'
+  splits:
+  - name: test
+    num_bytes: 2107997
+    num_examples: 3245
+  - name: train
+    num_bytes: 6179206
+    num_examples: 9427
+  - name: validation
+    num_bytes: 2118505
+    num_examples: 3270
+  download_size: 4118001
+  dataset_size: 10405708
+- config_name: cb
+  features:
+  - name: premise
+    dtype: string
+  - name: hypothesis
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': entailment
+          '1': contradiction
+          '2': neutral
+  splits:
+  - name: test
+    num_bytes: 93660
+    num_examples: 250
+  - name: train
+    num_bytes: 87218
+    num_examples: 250
+  - name: validation
+    num_bytes: 21894
+    num_examples: 56
+  download_size: 75482
+  dataset_size: 202772
+- config_name: copa
+  features:
+  - name: premise
+    dtype: string
+  - name: choice1
+    dtype: string
+  - name: choice2
+    dtype: string
+  - name: question
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': choice1
+          '1': choice2
+  splits:
+  - name: test
+    num_bytes: 60303
+    num_examples: 500
+  - name: train
+    num_bytes: 49599
+    num_examples: 400
+  - name: validation
+    num_bytes: 12586
+    num_examples: 100
+  download_size: 43986
+  dataset_size: 122488
+- config_name: multirc
+  features:
+  - name: paragraph
+    dtype: string
+  - name: question
+    dtype: string
+  - name: answer
+    dtype: string
+  - name: idx
+    struct:
+    - name: paragraph
+      dtype: int32
+    - name: question
+      dtype: int32
+    - name: answer
+      dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': 'False'
+          '1': 'True'
+  splits:
+  - name: test
+    num_bytes: 14996451
+    num_examples: 9693
+  - name: train
+    num_bytes: 46213579
+    num_examples: 27243
+  - name: validation
+    num_bytes: 7758918
+    num_examples: 4848
+  download_size: 1116225
+  dataset_size: 68968948
+- config_name: record
+  features:
+  - name: passage
+    dtype: string
+  - name: query
+    dtype: string
+  - name: entities
+    sequence: string
+  - name: entity_spans
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+  - name: answers
+    sequence: string
+  - name: idx
+    struct:
+    - name: passage
+      dtype: int32
+    - name: query
+      dtype: int32
+  splits:
+  - name: train
+    num_bytes: 179232052
+    num_examples: 100730
+  - name: validation
+    num_bytes: 17479084
+    num_examples: 10000
+  - name: test
+    num_bytes: 17200575
+    num_examples: 10000
+  download_size: 51757880
+  dataset_size: 213911711
+- config_name: rte
+  features:
+  - name: premise
+    dtype: string
+  - name: hypothesis
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': entailment
+          '1': not_entailment
+  splits:
+  - name: test
+    num_bytes: 975799
+    num_examples: 3000
+  - name: train
+    num_bytes: 848745
+    num_examples: 2490
+  - name: validation
+    num_bytes: 90899
+    num_examples: 277
+  download_size: 750920
+  dataset_size: 1915443
+- config_name: wic
+  features:
+  - name: word
+    dtype: string
+  - name: sentence1
+    dtype: string
+  - name: sentence2
+    dtype: string
+  - name: start1
+    dtype: int32
+  - name: start2
+    dtype: int32
+  - name: end1
+    dtype: int32
+  - name: end2
+    dtype: int32
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': 'False'
+          '1': 'True'
+  splits:
+  - name: test
+    num_bytes: 180593
+    num_examples: 1400
+  - name: train
+    num_bytes: 665183
+    num_examples: 5428
+  - name: validation
+    num_bytes: 82623
+    num_examples: 638
+  download_size: 396213
+  dataset_size: 928399
+- config_name: wsc
+  features:
+  - name: text
+    dtype: string
+  - name: span1_index
+    dtype: int32
+  - name: span2_index
+    dtype: int32
+  - name: span1_text
+    dtype: string
+  - name: span2_text
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': 'False'
+          '1': 'True'
+  splits:
+  - name: test
+    num_bytes: 31572
+    num_examples: 146
+  - name: train
+    num_bytes: 89883
+    num_examples: 554
+  - name: validation
+    num_bytes: 21637
+    num_examples: 104
+  download_size: 32751
+  dataset_size: 143092
+- config_name: wsc.fixed
+  features:
+  - name: text
+    dtype: string
+  - name: span1_index
+    dtype: int32
+  - name: span2_index
+    dtype: int32
+  - name: span1_text
+    dtype: string
+  - name: span2_text
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': 'False'
+          '1': 'True'
+  splits:
+  - name: test
+    num_bytes: 31568
+    num_examples: 146
+  - name: train
+    num_bytes: 89883
+    num_examples: 554
+  - name: validation
+    num_bytes: 21637
+    num_examples: 104
+  download_size: 32751
+  dataset_size: 143088
+- config_name: axb
+  features:
+  - name: sentence1
+    dtype: string
+  - name: sentence2
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': entailment
+          '1': not_entailment
+  splits:
+  - name: test
+    num_bytes: 238392
+    num_examples: 1104
+  download_size: 33950
+  dataset_size: 238392
+- config_name: axg
+  features:
+  - name: premise
+    dtype: string
+  - name: hypothesis
+    dtype: string
+  - name: idx
+    dtype: int32
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': entailment
+          '1': not_entailment
+  splits:
+  - name: test
+    num_bytes: 53581
+    num_examples: 356
+  download_size: 10413
+  dataset_size: 53581
+---
+
+# Dataset Card for "super_glue"
+
+## 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://github.com/google-research-datasets/boolean-questions](https://github.com/google-research-datasets/boolean-questions)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Size of downloaded dataset files:** 55.66 MB
+- **Size of the generated dataset:** 238.01 MB
+- **Total amount of disk used:** 293.67 MB
+
+### Dataset Summary
+
+SuperGLUE (https://super.gluebenchmark.com/) is a new benchmark styled after
+GLUE with a new set of more difficult language understanding tasks, improved
+resources, and a new public leaderboard.
+
+BoolQ (Boolean Questions, Clark et al., 2019a) is a QA task where each example consists of a short
+passage and a yes/no question about the passage. The questions are provided anonymously and
+unsolicited by users of the Google search engine, and afterwards paired with a paragraph from a
+Wikipedia article containing the answer. Following the original work, we evaluate with accuracy.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Languages
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## Dataset Structure
+
+### Data Instances
+
+#### axb
+
+- **Size of downloaded dataset files:** 0.03 MB
+- **Size of the generated dataset:** 0.23 MB
+- **Total amount of disk used:** 0.26 MB
+
+An example of 'test' looks as follows.
+```
+
+```
+
+#### axg
+
+- **Size of downloaded dataset files:** 0.01 MB
+- **Size of the generated dataset:** 0.05 MB
+- **Total amount of disk used:** 0.06 MB
+
+An example of 'test' looks as follows.
+```
+
+```
+
+#### boolq
+
+- **Size of downloaded dataset files:** 3.93 MB
+- **Size of the generated dataset:** 9.92 MB
+- **Total amount of disk used:** 13.85 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+#### cb
+
+- **Size of downloaded dataset files:** 0.07 MB
+- **Size of the generated dataset:** 0.19 MB
+- **Total amount of disk used:** 0.27 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+#### copa
+
+- **Size of downloaded dataset files:** 0.04 MB
+- **Size of the generated dataset:** 0.12 MB
+- **Total amount of disk used:** 0.16 MB
+
+An example of 'train' looks as follows.
+```
+
+```
+
+### Data Fields
+
+The data fields are the same among all splits.
+
+#### axb
+- `sentence1`: a `string` feature.
+- `sentence2`: a `string` feature.
+- `idx`: a `int32` feature.
+- `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
+
+#### axg
+- `premise`: a `string` feature.
+- `hypothesis`: a `string` feature.
+- `idx`: a `int32` feature.
+- `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
+
+#### boolq
+- `question`: a `string` feature.
+- `passage`: a `string` feature.
+- `idx`: a `int32` feature.
+- `label`: a classification label, with possible values including `False` (0), `True` (1).
+
+#### cb
+- `premise`: a `string` feature.
+- `hypothesis`: a `string` feature.
+- `idx`: a `int32` feature.
+- `label`: a classification label, with possible values including `entailment` (0), `contradiction` (1), `neutral` (2).
+
+#### copa
+- `premise`: a `string` feature.
+- `choice1`: a `string` feature.
+- `choice2`: a `string` feature.
+- `question`: a `string` feature.
+- `idx`: a `int32` feature.
+- `label`: a classification label, with possible values including `choice1` (0), `choice2` (1).
+
+### Data Splits
+
+#### axb
+
+|   |test|
+|---|---:|
+|axb|1104|
+
+#### axg
+
+|   |test|
+|---|---:|
+|axg| 356|
+
+#### boolq
+
+|     |train|validation|test|
+|-----|----:|---------:|---:|
+|boolq| 9427|      3270|3245|
+
+#### cb
+
+|   |train|validation|test|
+|---|----:|---------:|---:|
+|cb |  250|        56| 250|
+
+#### copa
+
+|    |train|validation|test|
+|----|----:|---------:|---:|
+|copa|  400|       100| 500|
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+#### Who are the source language producers?
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+#### Who are the annotators?
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Personal and Sensitive Information
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Discussion of Biases
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Other Known Limitations
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Licensing Information
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Citation Information
+
+```
+@inproceedings{clark2019boolq,
+  title={BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions},
+  author={Clark, Christopher and Lee, Kenton and Chang, Ming-Wei, and Kwiatkowski, Tom and Collins, Michael, and Toutanova, Kristina},
+  booktitle={NAACL},
+  year={2019}
+}
+@article{wang2019superglue,
+  title={SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems},
+  author={Wang, Alex and Pruksachatkun, Yada and Nangia, Nikita and Singh, Amanpreet and Michael, Julian and Hill, Felix and Levy, Omer and Bowman, Samuel R},
+  journal={arXiv preprint arXiv:1905.00537},
+  year={2019}
+}
+
+Note that each SuperGLUE dataset has its own citation. Please see the source to
+get the correct citation for each contained dataset.
+
+```
+
+
+### Contributions
+
+Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.