andyP commited on
Commit
1f68b9e
·
1 Parent(s): c3fbf7b

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +165 -0
README.md CHANGED
@@ -1,3 +1,168 @@
1
  ---
2
  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: apache-2.0
3
+ annotations_creators:
4
+ - expert-generated
5
+ language_creators:
6
+ - found
7
+ task_categories:
8
+ - sequence-classification
9
+ language:
10
+ - ro
11
+ multilinguality:
12
+ - monolingual
13
+ source_datasets:
14
+ - readerbench/ro-offense
15
+ tags:
16
+ - hate-speech-detection
17
+ task_ids:
18
+ - hate-speech-detection
19
+ pretty_name: RO-Offense-Sequences
20
+ size_categories:
21
+ - 1K<n<10K
22
+ extra_gated_prompt: 'Warning: this repository contains harmful content (abusive language,
23
+ hate speech).'
24
  ---
25
+
26
+
27
+ # Dataset Card for "RO-Offense-Sequences"
28
+
29
+ ## Table of Contents
30
+ - [Dataset Description](#dataset-description)
31
+ - [Dataset Summary](#dataset-summary)
32
+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
33
+ - [Languages](#languages)
34
+ - [Dataset Structure](#dataset-structure)
35
+ - [Data Instances](#data-instances)
36
+ - [Data Fields](#data-fields)
37
+ - [Data Splits](#data-splits)
38
+ - [Dataset Creation](#dataset-creation)
39
+ - [Curation Rationale](#curation-rationale)
40
+ - [Source Data](#source-data)
41
+ - [Annotations](#annotations)
42
+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
43
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
44
+ - [Social Impact of Dataset](#social-impact-of-dataset)
45
+ - [Discussion of Biases](#discussion-of-biases)
46
+ - [Other Known Limitations](#other-known-limitations)
47
+ - [Additional Information](#additional-information)
48
+ - [Dataset Curators](#dataset-curators)
49
+ - [Licensing Information](#licensing-information)
50
+ - [Citation Information](#citation-information)
51
+ - [Contributions](#contributions)
52
+
53
+ ## Dataset Description
54
+ <!--
55
+ - **Homepage:** [https://github.com/readerbench/ro-offense](https://github.com/readerbench/ro-offense)
56
+ - **Repository:** [https://github.com/readerbench/news-ro-offense](https://github.com/readerbench/news-ro-offense)
57
+ - **Paper:** News-RO-Offense - A Romanian Offensive Language Dataset and Baseline Models Centered on News Article Comments
58
+ - **Point of Contact:** [Andrei Paraschiv](https://github.com/AndyTheFactory)
59
+ -->
60
+ - **Point of Contact:** [Teodora-Andreea Ion](https://github.com/xxx)
61
+ ### Dataset Summary
62
+ a novel Romanian language dataset for offensive sequence detection with manually
63
+ annotated offensive sequences from a local Romanian sports news website (gsp.ro):
64
+
65
+
66
+ Resulting in 4800 annotated messages
67
+
68
+ ### Languages
69
+
70
+ Romanian
71
+
72
+ ## Dataset Structure
73
+
74
+
75
+ ### Data Instances
76
+
77
+
78
+ An example of 'train' looks as follows.
79
+
80
+ ```
81
+ {
82
+ 'id': 5,
83
+ 'text':'PLACEHOLDER TEXT',
84
+ 'sequences': []
85
+ }
86
+ ```
87
+
88
+
89
+ ### Data Fields
90
+
91
+ - `id`: The unique comment ID,
92
+ - `text`: full comment text
93
+ - `sequences`: 0 = Non-offensive, 1 = Targeted insult, 2 = Racist, 3 = Homophobic, 4 = Sexist
94
+
95
+ ### Data Splits
96
+
97
+ | name |train|validate|test|
98
+ |---------|----:|---:|---:|
99
+ |ro|x|x|x|
100
+
101
+
102
+ ## Dataset Creation
103
+
104
+ ### Curation Rationale
105
+
106
+ Collecting data for abusive language classification for Romanian Language.
107
+
108
+ ### Source Data
109
+
110
+ Sports News Articles comments
111
+
112
+ #### Initial Data Collection and Normalization
113
+
114
+
115
+
116
+ #### Who are the source language producers?
117
+
118
+ Sports News Article readers
119
+
120
+ ### Annotations
121
+
122
+
123
+ #### Annotation process
124
+
125
+
126
+
127
+ #### Who are the annotators?
128
+
129
+ Native speakers
130
+
131
+ ### Personal and Sensitive Information
132
+
133
+ The data was public at the time of collection. PII removal has been performed.
134
+
135
+ ## Considerations for Using the Data
136
+
137
+
138
+
139
+ ### Social Impact of Dataset
140
+
141
+ The data definitely contains abusive language. The data could be used to develop and propagate offensive language against every target group involved, i.e. ableism, racism, sexism, ageism, and so on.
142
+
143
+ ### Discussion of Biases
144
+
145
+
146
+ ### Other Known Limitations
147
+
148
+
149
+ ## Additional Information
150
+
151
+
152
+ ### Dataset Curators
153
+
154
+
155
+ ### Licensing Information
156
+
157
+ This data is available and distributed under Apache-2.0 license
158
+
159
+ ### Citation Information
160
+
161
+ ```
162
+ tbd
163
+
164
+
165
+ ```
166
+
167
+
168
+ ### Contributions