system HF staff commited on
Commit
f0a60a7
1 Parent(s): 54376a6

Update files from the datasets library (from 1.3.0)

Browse files

Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

Files changed (1) hide show
  1. README.md +254 -0
README.md ADDED
@@ -0,0 +1,254 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ ---
3
+
4
+ # Dataset Card for "super_glue"
5
+
6
+ ## Table of Contents
7
+ - [Dataset Description](#dataset-description)
8
+ - [Dataset Summary](#dataset-summary)
9
+ - [Supported Tasks](#supported-tasks)
10
+ - [Languages](#languages)
11
+ - [Dataset Structure](#dataset-structure)
12
+ - [Data Instances](#data-instances)
13
+ - [Data Fields](#data-fields)
14
+ - [Data Splits Sample Size](#data-splits-sample-size)
15
+ - [Dataset Creation](#dataset-creation)
16
+ - [Curation Rationale](#curation-rationale)
17
+ - [Source Data](#source-data)
18
+ - [Annotations](#annotations)
19
+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
20
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
21
+ - [Social Impact of Dataset](#social-impact-of-dataset)
22
+ - [Discussion of Biases](#discussion-of-biases)
23
+ - [Other Known Limitations](#other-known-limitations)
24
+ - [Additional Information](#additional-information)
25
+ - [Dataset Curators](#dataset-curators)
26
+ - [Licensing Information](#licensing-information)
27
+ - [Citation Information](#citation-information)
28
+ - [Contributions](#contributions)
29
+
30
+ ## [Dataset Description](#dataset-description)
31
+
32
+ - **Homepage:** [https://github.com/google-research-datasets/boolean-questions](https://github.com/google-research-datasets/boolean-questions)
33
+ - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
34
+ - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
35
+ - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
36
+ - **Size of downloaded dataset files:** 55.66 MB
37
+ - **Size of the generated dataset:** 238.01 MB
38
+ - **Total amount of disk used:** 293.67 MB
39
+
40
+ ### [Dataset Summary](#dataset-summary)
41
+
42
+ SuperGLUE (https://super.gluebenchmark.com/) is a new benchmark styled after
43
+ GLUE with a new set of more difficult language understanding tasks, improved
44
+ resources, and a new public leaderboard.
45
+
46
+ BoolQ (Boolean Questions, Clark et al., 2019a) is a QA task where each example consists of a short
47
+ passage and a yes/no question about the passage. The questions are provided anonymously and
48
+ unsolicited by users of the Google search engine, and afterwards paired with a paragraph from a
49
+ Wikipedia article containing the answer. Following the original work, we evaluate with accuracy.
50
+
51
+ ### [Supported Tasks](#supported-tasks)
52
+
53
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
54
+
55
+ ### [Languages](#languages)
56
+
57
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
58
+
59
+ ## [Dataset Structure](#dataset-structure)
60
+
61
+ We show detailed information for up to 5 configurations of the dataset.
62
+
63
+ ### [Data Instances](#data-instances)
64
+
65
+ #### axb
66
+
67
+ - **Size of downloaded dataset files:** 0.03 MB
68
+ - **Size of the generated dataset:** 0.23 MB
69
+ - **Total amount of disk used:** 0.26 MB
70
+
71
+ An example of 'test' looks as follows.
72
+ ```
73
+
74
+ ```
75
+
76
+ #### axg
77
+
78
+ - **Size of downloaded dataset files:** 0.01 MB
79
+ - **Size of the generated dataset:** 0.05 MB
80
+ - **Total amount of disk used:** 0.06 MB
81
+
82
+ An example of 'test' looks as follows.
83
+ ```
84
+
85
+ ```
86
+
87
+ #### boolq
88
+
89
+ - **Size of downloaded dataset files:** 3.93 MB
90
+ - **Size of the generated dataset:** 9.92 MB
91
+ - **Total amount of disk used:** 13.85 MB
92
+
93
+ An example of 'train' looks as follows.
94
+ ```
95
+
96
+ ```
97
+
98
+ #### cb
99
+
100
+ - **Size of downloaded dataset files:** 0.07 MB
101
+ - **Size of the generated dataset:** 0.19 MB
102
+ - **Total amount of disk used:** 0.27 MB
103
+
104
+ An example of 'train' looks as follows.
105
+ ```
106
+
107
+ ```
108
+
109
+ #### copa
110
+
111
+ - **Size of downloaded dataset files:** 0.04 MB
112
+ - **Size of the generated dataset:** 0.12 MB
113
+ - **Total amount of disk used:** 0.16 MB
114
+
115
+ An example of 'train' looks as follows.
116
+ ```
117
+
118
+ ```
119
+
120
+ ### [Data Fields](#data-fields)
121
+
122
+ The data fields are the same among all splits.
123
+
124
+ #### axb
125
+ - `sentence1`: a `string` feature.
126
+ - `sentence2`: a `string` feature.
127
+ - `idx`: a `int32` feature.
128
+ - `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
129
+
130
+ #### axg
131
+ - `premise`: a `string` feature.
132
+ - `hypothesis`: a `string` feature.
133
+ - `idx`: a `int32` feature.
134
+ - `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
135
+
136
+ #### boolq
137
+ - `question`: a `string` feature.
138
+ - `passage`: a `string` feature.
139
+ - `idx`: a `int32` feature.
140
+ - `label`: a classification label, with possible values including `False` (0), `True` (1).
141
+
142
+ #### cb
143
+ - `premise`: a `string` feature.
144
+ - `hypothesis`: a `string` feature.
145
+ - `idx`: a `int32` feature.
146
+ - `label`: a classification label, with possible values including `entailment` (0), `contradiction` (1), `neutral` (2).
147
+
148
+ #### copa
149
+ - `premise`: a `string` feature.
150
+ - `choice1`: a `string` feature.
151
+ - `choice2`: a `string` feature.
152
+ - `question`: a `string` feature.
153
+ - `idx`: a `int32` feature.
154
+ - `label`: a classification label, with possible values including `choice1` (0), `choice2` (1).
155
+
156
+ ### [Data Splits Sample Size](#data-splits-sample-size)
157
+
158
+ #### axb
159
+
160
+ | |test|
161
+ |---|---:|
162
+ |axb|1104|
163
+
164
+ #### axg
165
+
166
+ | |test|
167
+ |---|---:|
168
+ |axg| 356|
169
+
170
+ #### boolq
171
+
172
+ | |train|validation|test|
173
+ |-----|----:|---------:|---:|
174
+ |boolq| 9427| 3270|3245|
175
+
176
+ #### cb
177
+
178
+ | |train|validation|test|
179
+ |---|----:|---------:|---:|
180
+ |cb | 250| 56| 250|
181
+
182
+ #### copa
183
+
184
+ | |train|validation|test|
185
+ |----|----:|---------:|---:|
186
+ |copa| 400| 100| 500|
187
+
188
+ ## [Dataset Creation](#dataset-creation)
189
+
190
+ ### [Curation Rationale](#curation-rationale)
191
+
192
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
193
+
194
+ ### [Source Data](#source-data)
195
+
196
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
197
+
198
+ ### [Annotations](#annotations)
199
+
200
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
201
+
202
+ ### [Personal and Sensitive Information](#personal-and-sensitive-information)
203
+
204
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
205
+
206
+ ## [Considerations for Using the Data](#considerations-for-using-the-data)
207
+
208
+ ### [Social Impact of Dataset](#social-impact-of-dataset)
209
+
210
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
211
+
212
+ ### [Discussion of Biases](#discussion-of-biases)
213
+
214
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
215
+
216
+ ### [Other Known Limitations](#other-known-limitations)
217
+
218
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
219
+
220
+ ## [Additional Information](#additional-information)
221
+
222
+ ### [Dataset Curators](#dataset-curators)
223
+
224
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
225
+
226
+ ### [Licensing Information](#licensing-information)
227
+
228
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
229
+
230
+ ### [Citation Information](#citation-information)
231
+
232
+ ```
233
+ @inproceedings{clark2019boolq,
234
+ title={BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions},
235
+ author={Clark, Christopher and Lee, Kenton and Chang, Ming-Wei, and Kwiatkowski, Tom and Collins, Michael, and Toutanova, Kristina},
236
+ booktitle={NAACL},
237
+ year={2019}
238
+ }
239
+ @article{wang2019superglue,
240
+ title={SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems},
241
+ 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},
242
+ journal={arXiv preprint arXiv:1905.00537},
243
+ year={2019}
244
+ }
245
+
246
+ Note that each SuperGLUE dataset has its own citation. Please see the source to
247
+ get the correct citation for each contained dataset.
248
+
249
+ ```
250
+
251
+
252
+ ### Contributions
253
+
254
+ Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.