Datasets:

Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
expert-generated
Source Datasets:
original
Tags:
License:
system HF staff commited on
Commit
2a607ac
1 Parent(s): f73fd1a

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 +169 -0
README.md ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ ---
3
+
4
+ # Dataset Card for "openbookqa"
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://allenai.org/data/open-book-qa](https://allenai.org/data/open-book-qa)
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:** 2.76 MB
37
+ - **Size of the generated dataset:** 2.75 MB
38
+ - **Total amount of disk used:** 5.51 MB
39
+
40
+ ### [Dataset Summary](#dataset-summary)
41
+
42
+ OpenBookQA aims to promote research in advanced question-answering, probing a deeper understanding of both the topic
43
+ (with salient facts summarized as an open book, also provided with the dataset) and the language it is expressed in. In
44
+ particular, it contains questions that require multi-step reasoning, use of additional common and commonsense knowledge,
45
+ and rich text comprehension.
46
+ OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of
47
+ a subject.
48
+
49
+ ### [Supported Tasks](#supported-tasks)
50
+
51
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
52
+
53
+ ### [Languages](#languages)
54
+
55
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
56
+
57
+ ## [Dataset Structure](#dataset-structure)
58
+
59
+ We show detailed information for up to 5 configurations of the dataset.
60
+
61
+ ### [Data Instances](#data-instances)
62
+
63
+ #### additional
64
+
65
+ - **Size of downloaded dataset files:** 1.38 MB
66
+ - **Size of the generated dataset:** 1.38 MB
67
+ - **Total amount of disk used:** 2.75 MB
68
+
69
+ An example of 'train' looks as follows.
70
+ ```
71
+
72
+ ```
73
+
74
+ #### main
75
+
76
+ - **Size of downloaded dataset files:** 1.38 MB
77
+ - **Size of the generated dataset:** 1.38 MB
78
+ - **Total amount of disk used:** 2.75 MB
79
+
80
+ An example of 'validation' looks as follows.
81
+ ```
82
+
83
+ ```
84
+
85
+ ### [Data Fields](#data-fields)
86
+
87
+ The data fields are the same among all splits.
88
+
89
+ #### additional
90
+ - `id`: a `string` feature.
91
+ - `question_stem`: a `string` feature.
92
+ - `choices`: a dictionary feature containing:
93
+ - `text`: a `string` feature.
94
+ - `label`: a `string` feature.
95
+ - `answerKey`: a `string` feature.
96
+
97
+ #### main
98
+ - `id`: a `string` feature.
99
+ - `question_stem`: a `string` feature.
100
+ - `choices`: a dictionary feature containing:
101
+ - `text`: a `string` feature.
102
+ - `label`: a `string` feature.
103
+ - `answerKey`: a `string` feature.
104
+
105
+ ### [Data Splits Sample Size](#data-splits-sample-size)
106
+
107
+ | name |train|validation|test|
108
+ |----------|----:|---------:|---:|
109
+ |additional| 4957| 500| 500|
110
+ |main | 4957| 500| 500|
111
+
112
+ ## [Dataset Creation](#dataset-creation)
113
+
114
+ ### [Curation Rationale](#curation-rationale)
115
+
116
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
117
+
118
+ ### [Source Data](#source-data)
119
+
120
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
121
+
122
+ ### [Annotations](#annotations)
123
+
124
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
125
+
126
+ ### [Personal and Sensitive Information](#personal-and-sensitive-information)
127
+
128
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
129
+
130
+ ## [Considerations for Using the Data](#considerations-for-using-the-data)
131
+
132
+ ### [Social Impact of Dataset](#social-impact-of-dataset)
133
+
134
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
135
+
136
+ ### [Discussion of Biases](#discussion-of-biases)
137
+
138
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
139
+
140
+ ### [Other Known Limitations](#other-known-limitations)
141
+
142
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
143
+
144
+ ## [Additional Information](#additional-information)
145
+
146
+ ### [Dataset Curators](#dataset-curators)
147
+
148
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
149
+
150
+ ### [Licensing Information](#licensing-information)
151
+
152
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
153
+
154
+ ### [Citation Information](#citation-information)
155
+
156
+ ```
157
+ @inproceedings{OpenBookQA2018,
158
+ title={Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering},
159
+ author={Todor Mihaylov and Peter Clark and Tushar Khot and Ashish Sabharwal},
160
+ booktitle={EMNLP},
161
+ year={2018}
162
+ }
163
+
164
+ ```
165
+
166
+
167
+ ### Contributions
168
+
169
+ Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset.