Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
json
Sub-tasks:
extractive-qa
Languages:
Persian
Size:
10K - 100K
License:
Upload 3 files
Browse files- .gitattributes +1 -0
- README.md +206 -0
- test.json +0 -0
- train.json +3 -0
.gitattributes
CHANGED
@@ -56,3 +56,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
56 |
# Video files - compressed
|
57 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
58 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
|
|
|
56 |
# Video files - compressed
|
57 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
58 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
59 |
+
train.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
annotations_creators:
|
3 |
+
- crowdsourced
|
4 |
+
language_creators:
|
5 |
+
- crowdsourced
|
6 |
+
- found
|
7 |
+
language:
|
8 |
+
- fa
|
9 |
+
license: other
|
10 |
+
multilinguality:
|
11 |
+
- monolingual
|
12 |
+
size_categories:
|
13 |
+
- 1K<n<20K
|
14 |
+
source_datasets:
|
15 |
+
- extended|wikipedia
|
16 |
+
task_categories:
|
17 |
+
- question-answering
|
18 |
+
task_ids:
|
19 |
+
- extractive-qa
|
20 |
+
paperswithcode_id: PersianQuAD
|
21 |
+
pretty_name: PersianQuAD
|
22 |
+
dataset_info:
|
23 |
+
config_name: default
|
24 |
+
features:
|
25 |
+
- name: id
|
26 |
+
dtype: string
|
27 |
+
- name: title
|
28 |
+
dtype: string
|
29 |
+
- name: context
|
30 |
+
dtype: string
|
31 |
+
- name: question
|
32 |
+
dtype: string
|
33 |
+
- name: is_impossible
|
34 |
+
dtype: bool
|
35 |
+
- name: answers
|
36 |
+
sequence:
|
37 |
+
- name: text
|
38 |
+
dtype: string
|
39 |
+
- name: answer_start
|
40 |
+
dtype: int32
|
41 |
+
splits:
|
42 |
+
- name: train
|
43 |
+
num_bytes: 22790144
|
44 |
+
num_examples: 18567
|
45 |
+
- name: test
|
46 |
+
num_bytes: 385787
|
47 |
+
num_examples: 1000
|
48 |
+
download_size: 23175931
|
49 |
+
dataset_size: 23175931
|
50 |
+
configs:
|
51 |
+
- config_name: default
|
52 |
+
data_files:
|
53 |
+
- split: train
|
54 |
+
path: train.json
|
55 |
+
- split: test
|
56 |
+
path: test.json
|
57 |
+
default: true
|
58 |
+
train-eval-index:
|
59 |
+
- config: default
|
60 |
+
task: question-answering
|
61 |
+
task_id: extractive_question_answering
|
62 |
+
splits:
|
63 |
+
train_split: train
|
64 |
+
test_split: test
|
65 |
+
col_mapping:
|
66 |
+
question: question
|
67 |
+
context: context
|
68 |
+
answers:
|
69 |
+
text: text
|
70 |
+
answer_start: answer_start
|
71 |
+
metrics:
|
72 |
+
- type: squad
|
73 |
+
name: SQuAD
|
74 |
+
---
|
75 |
+
|
76 |
+
# Dataset Card for PersianQuAD
|
77 |
+
|
78 |
+
## Table of Contents
|
79 |
+
- [Dataset Card for "PersianQuAD"](#dataset-card-for-PersianQuAD)
|
80 |
+
- [Table of Contents](#table-of-contents)
|
81 |
+
- [Dataset Description](#dataset-description)
|
82 |
+
- [Dataset Summary](#dataset-summary)
|
83 |
+
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
84 |
+
- [Languages](#languages)
|
85 |
+
- [Dataset Structure](#dataset-structure)
|
86 |
+
- [Data Instances](#data-instances)
|
87 |
+
- [plain_text](#plain_text)
|
88 |
+
- [Data Fields](#data-fields)
|
89 |
+
- [plain_text](#plain_text-1)
|
90 |
+
- [Data Splits](#data-splits)
|
91 |
+
- [Dataset Creation](#dataset-creation)
|
92 |
+
- [Curation Rationale](#curation-rationale)
|
93 |
+
- [Source Data](#source-data)
|
94 |
+
- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
|
95 |
+
- [Who are the source language producers?](#who-are-the-source-language-producers)
|
96 |
+
- [Annotations](#annotations)
|
97 |
+
- [Annotation process](#annotation-process)
|
98 |
+
- [Who are the annotators?](#who-are-the-annotators)
|
99 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
100 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
101 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
102 |
+
- [Discussion of Biases](#discussion-of-biases)
|
103 |
+
- [Other Known Limitations](#other-known-limitations)
|
104 |
+
- [Additional Information](#additional-information)
|
105 |
+
- [Dataset Curators](#dataset-curators)
|
106 |
+
- [Licensing Information](#licensing-information)
|
107 |
+
- [Citation Information](#citation-information)
|
108 |
+
- [Contributions](#contributions)
|
109 |
+
|
110 |
+
## Dataset Description
|
111 |
+
|
112 |
+
- **Homepage:** https://github.com/BigData-IsfahanUni/PersianQuAD
|
113 |
+
- **Repository:** [More Information Needed](https://github.com/BigData-IsfahanUni/PersianQuAD/tree/main/Dataset)
|
114 |
+
- **Paper:** https://ieeexplore.ieee.org/document/9729745/
|
115 |
+
- **Point of Contact:** [More Information Needed](https://bigdata-ui.ir/fa/home-fa/#how-to-contribute-to-the-dataset-cards)
|
116 |
+
|
117 |
+
### Dataset Summary
|
118 |
+
|
119 |
+
The Native Question Answering Dataset for the Persian Language
|
120 |
+
### Supported Tasks and Leaderboards
|
121 |
+
|
122 |
+
Question Answering.
|
123 |
+
|
124 |
+
### Languages
|
125 |
+
|
126 |
+
Persian(`fa`).
|
127 |
+
|
128 |
+
## Dataset Structure
|
129 |
+
|
130 |
+
### Data Instances
|
131 |
+
|
132 |
+
#### plain_text
|
133 |
+
|
134 |
+
- **Size of downloaded dataset files:** 22.1 MB
|
135 |
+
|
136 |
+
|
137 |
+
An example of 'train' looks as follows.
|
138 |
+
```
|
139 |
+
{
|
140 |
+
"answers": {
|
141 |
+
"answer_start": [1],
|
142 |
+
"text": ["This is a test text"]
|
143 |
+
},
|
144 |
+
"context": "This is a test context.",
|
145 |
+
"id": "1",
|
146 |
+
"question": "Is this a test?",
|
147 |
+
"title": "train test"
|
148 |
+
}
|
149 |
+
```
|
150 |
+
|
151 |
+
### Data Fields
|
152 |
+
|
153 |
+
The data fields are the same among all splits.
|
154 |
+
|
155 |
+
#### plain_text
|
156 |
+
- `id`: a `string` feature.
|
157 |
+
- `title`: a `string` feature.
|
158 |
+
- `context`: a `string` feature.
|
159 |
+
- `question`: a `string` feature.
|
160 |
+
- `answers`: a dictionary feature containing:
|
161 |
+
- `text`: a `string` feature.
|
162 |
+
- `answer_start`: a `int32` feature.
|
163 |
+
|
164 |
+
### Data Splits
|
165 |
+
|
166 |
+
| name |train|test|
|
167 |
+
|----------|----:|---:|
|
168 |
+
|plain_text|18567|1000|
|
169 |
+
|
170 |
+
## Dataset Creation
|
171 |
+
|
172 |
+
### Curation Rationale
|
173 |
+
|
174 |
+
[More Information Needed](https://github.com/BigData-IsfahanUni/PersianQuAD)
|
175 |
+
|
176 |
+
### Source Data
|
177 |
+
|
178 |
+
#### Initial Data Collection and Normalization
|
179 |
+
|
180 |
+
[More Information Needed](https://github.com/BigData-IsfahanUni/PersianQuAD)
|
181 |
+
|
182 |
+
#### Who are the source language producers?
|
183 |
+
|
184 |
+
[More Information Needed](https://github.com/BigData-IsfahanUni/PersianQuAD)
|
185 |
+
|
186 |
+
|
187 |
+
## Additional Information
|
188 |
+
|
189 |
+
### Licensing Information
|
190 |
+
|
191 |
+
The dataset is distributed under the other license.
|
192 |
+
|
193 |
+
### Citation Information
|
194 |
+
|
195 |
+
```
|
196 |
+
@ARTICLE{PersianQuAD-Access,
|
197 |
+
author={Kazemi, Arefeh and Mozafari, Jamshid and Nematbakhsh, Mohammad Ali},
|
198 |
+
journal={IEEE Access},
|
199 |
+
title={PersianQuAD: The Native Question Answering Dataset for the Persian Language},
|
200 |
+
year={2022},
|
201 |
+
volume={10},
|
202 |
+
number={},
|
203 |
+
pages={26045-26057},
|
204 |
+
doi={10.1109/ACCESS.2022.3157289}
|
205 |
+
}
|
206 |
+
```
|
test.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
train.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8b8ec9f154766f76db925acf9baa9d956abe70553a77525ef28fabc0af41974d
|
3 |
+
size 98676090
|