Datasets:
Francois Vieille
commited on
Commit
•
df3fa57
1
Parent(s):
74eeec8
add readme + card
Browse files
README.md
ADDED
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
annotations_creators:
|
3 |
+
- crowdsourced
|
4 |
+
language_creators:
|
5 |
+
- crowdsourced
|
6 |
+
languages:
|
7 |
+
- fr-FR
|
8 |
+
licenses:
|
9 |
+
- CC BY-NC-SA 3.0 FR
|
10 |
+
multilinguality:
|
11 |
+
- monolingual
|
12 |
+
size_categories:
|
13 |
+
- 1K<n<10K
|
14 |
+
source_datasets:
|
15 |
+
- original
|
16 |
+
task_categories:
|
17 |
+
- question-answering
|
18 |
+
task_ids:
|
19 |
+
- extractive-qa
|
20 |
+
- open-domain-qa
|
21 |
+
paperswithcode_id: null
|
22 |
+
---
|
23 |
+
|
24 |
+
# Dataset Card for newsquad
|
25 |
+
|
26 |
+
## Table of Contents
|
27 |
+
- [Dataset Description](#dataset-description)
|
28 |
+
- [Dataset Summary](#dataset-summary)
|
29 |
+
- [Supported Tasks](#supported-tasks-and-leaderboards)
|
30 |
+
- [Languages](#languages)
|
31 |
+
- [Dataset Structure](#dataset-structure)
|
32 |
+
- [Data Instances](#data-instances)
|
33 |
+
- [Data Fields](#data-instances)
|
34 |
+
- [Data Splits](#data-instances)
|
35 |
+
- [Dataset Creation](#dataset-creation)
|
36 |
+
- [Curation Rationale](#curation-rationale)
|
37 |
+
- [Source Data](#source-data)
|
38 |
+
- [Annotations](#annotations)
|
39 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
40 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
41 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
42 |
+
- [Discussion of Biases](#discussion-of-biases)
|
43 |
+
- [Other Known Limitations](#other-known-limitations)
|
44 |
+
- [Additional Information](#additional-information)
|
45 |
+
- [Dataset Curators](#dataset-curators)
|
46 |
+
- [Licensing Information](#licensing-information)
|
47 |
+
- [Citation Information](#citation-information)
|
48 |
+
|
49 |
+
## Dataset Description
|
50 |
+
|
51 |
+
- **Homepage:** https://www.lincoln.fr/
|
52 |
+
- **Repository:** https://github.com/Lincoln-France
|
53 |
+
- **Paper:** [Needs More Information]
|
54 |
+
- **Leaderboard:** [Needs More Information]
|
55 |
+
- **Point of Contact:** labinnovation@mel.lincoln.fr
|
56 |
+
|
57 |
+
### Dataset Summary
|
58 |
+
|
59 |
+
Newsquad is a small dataset created for Question Answering task. Contexts are paragraphs of articles extracted from nine online french newspaper during year 2020/2021.
|
60 |
+
|
61 |
+
(train set)
|
62 |
+
cnews 20
|
63 |
+
francetvinfo 40
|
64 |
+
la-croix 375
|
65 |
+
lefigaro 160
|
66 |
+
lemonde 325
|
67 |
+
lesnumeriques 70
|
68 |
+
numerama 140
|
69 |
+
sudouest 475
|
70 |
+
usinenouvelle 45
|
71 |
+
|
72 |
+
|
73 |
+
|
74 |
+
### Supported Tasks and Leaderboards
|
75 |
+
|
76 |
+
- extractive-qa
|
77 |
+
- open-domain-qa
|
78 |
+
|
79 |
+
### Languages
|
80 |
+
|
81 |
+
Fr-fr
|
82 |
+
|
83 |
+
## Dataset Structure
|
84 |
+
|
85 |
+
### Data Instances
|
86 |
+
|
87 |
+
{'answers': {'answer_start': [53], 'text': ['manSuvre "agressive']},
|
88 |
+
'article_id': 34138,
|
89 |
+
'article_title': 'Caricatures, Libye, Haut-Karabakh... Les six dossiers qui '
|
90 |
+
'opposent Emmanuel Macron et Recep Tayyip Erdogan.',
|
91 |
+
'article_url': 'https://www.francetvinfo.fr/monde/turquie/caricatures-libye-haut-karabakh-les-six-dossiers-qui-opposent-emmanuel-macron-et-recep-tayyip-erdogan_4155611.html#xtor=RSS-3-[france]',
|
92 |
+
'context': 'Dans ce contexte déjà tendu, la France a dénoncé une manSuvre '
|
93 |
+
'"agressive" de la part de frégates turques à l\'encontre de l\'un '
|
94 |
+
"de ses navires engagés dans une mission de l'Otan, le 10 juin. "
|
95 |
+
'Selon Paris, la frégate Le Courbet cherchait à identifier un '
|
96 |
+
'cargo suspecté de transporter des armes vers la Libye quand elle '
|
97 |
+
'a été illuminée à trois reprises par le radar de conduite de tir '
|
98 |
+
"de l'escorte turque.",
|
99 |
+
'id': '2261',
|
100 |
+
'paragraph_id': 201225,
|
101 |
+
'question': "Qu'est ce que la France reproche à la Turquie?",
|
102 |
+
'website': 'francetvinfo'}
|
103 |
+
|
104 |
+
### Data Fields
|
105 |
+
|
106 |
+
- `answers`: a dictionary feature containing:
|
107 |
+
- `text`: a `string` feature.
|
108 |
+
- `answer_start`: a `int64` feature.
|
109 |
+
- `article_id`: a `int64` feature.
|
110 |
+
- `article_title`: a string feature.
|
111 |
+
- `article_url`: a string feature.
|
112 |
+
- `context`: a `string` feature.
|
113 |
+
- `id`: a `string` feature.
|
114 |
+
- `paragraph_id`: a `int64` feature.
|
115 |
+
- `question`: a `string` feature.
|
116 |
+
- `website`: a `string` feature.
|
117 |
+
|
118 |
+
|
119 |
+
### Data Splits
|
120 |
+
|
121 |
+
- train: 1 650
|
122 |
+
- test: 415
|
123 |
+
- valid: 455
|
124 |
+
|
125 |
+
## Dataset Creation
|
126 |
+
|
127 |
+
### Curation Rationale
|
128 |
+
|
129 |
+
[Needs More Information]
|
130 |
+
|
131 |
+
### Source Data
|
132 |
+
|
133 |
+
#### Initial Data Collection and Normalization
|
134 |
+
|
135 |
+
Paragraphs were chosen according to theses rules:
|
136 |
+
- parent article must have more than 71% ASCII characters
|
137 |
+
- paragraphs size must be between 170 and 670 characters
|
138 |
+
- paragraphs shouldn't contain "A LIRE" or "A VOIR AUSSI"
|
139 |
+
|
140 |
+
Then, we stratified our original dataset to create this dataset according to :
|
141 |
+
- website
|
142 |
+
- number of named entities
|
143 |
+
- paragraph size
|
144 |
+
|
145 |
+
|
146 |
+
|
147 |
+
#### Who are the source language producers?
|
148 |
+
|
149 |
+
[Needs More Information]
|
150 |
+
|
151 |
+
### Annotations
|
152 |
+
|
153 |
+
#### Annotation process
|
154 |
+
|
155 |
+
Using Piaf annotation tools. Three different persons mostly.
|
156 |
+
|
157 |
+
#### Who are the annotators?
|
158 |
+
|
159 |
+
Lincoln
|
160 |
+
|
161 |
+
### Personal and Sensitive Information
|
162 |
+
|
163 |
+
[Needs More Information]
|
164 |
+
|
165 |
+
## Considerations for Using the Data
|
166 |
+
|
167 |
+
### Social Impact of Dataset
|
168 |
+
|
169 |
+
[Needs More Information]
|
170 |
+
|
171 |
+
### Discussion of Biases
|
172 |
+
|
173 |
+
- Annotation is not well controlled
|
174 |
+
- asking question on news is biaised
|
175 |
+
|
176 |
+
|
177 |
+
### Other Known Limitations
|
178 |
+
|
179 |
+
[Needs More Information]
|
180 |
+
|
181 |
+
## Additional Information
|
182 |
+
|
183 |
+
### Dataset Curators
|
184 |
+
|
185 |
+
[Needs More Information]
|
186 |
+
|
187 |
+
### Licensing Information
|
188 |
+
|
189 |
+
https://creativecommons.org/licenses/by-nc-sa/3.0/fr/
|
190 |
+
|
191 |
+
### Citation Information
|
192 |
+
|
193 |
+
[Needs More Information]
|