saranyapotturi commited on
Commit
27732e2
·
verified ·
1 Parent(s): c792099

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +14 -84
README.md CHANGED
@@ -4,53 +4,6 @@ tags:
4
  - rlfh
5
  - argilla
6
  - human-feedback
7
- configs:
8
- - config_name: default
9
- data_files:
10
- - split: train
11
- path: data/train-*
12
- dataset_info:
13
- features:
14
- - name: text
15
- dtype: string
16
- id: field
17
- - name: label
18
- list:
19
- - name: user_id
20
- dtype: string
21
- id: question
22
- - name: value
23
- dtype: string
24
- id: question
25
- - name: status
26
- dtype: string
27
- id: question
28
- - name: label-suggestion
29
- dtype: string
30
- id: suggestion
31
- - name: label-suggestion-metadata
32
- struct:
33
- - name: type
34
- dtype: string
35
- id: suggestion-metadata
36
- - name: score
37
- dtype: float32
38
- id: suggestion-metadata
39
- - name: agent
40
- dtype: string
41
- id: suggestion-metadata
42
- - name: external_id
43
- dtype: string
44
- id: external_id
45
- - name: metadata
46
- dtype: string
47
- id: metadata
48
- splits:
49
- - name: train
50
- num_bytes: 20815
51
- num_examples: 100
52
- download_size: 13821
53
- dataset_size: 20815
54
  ---
55
 
56
  # Dataset Card for emotion-custom
@@ -124,8 +77,7 @@ The **questions** are the questions that will be asked to the annotators. They c
124
 
125
  | Question Name | Title | Type | Required | Description | Values/Labels |
126
  | ------------- | ----- | ---- | -------- | ----------- | ------------- |
127
- | sentiment | Sentiment | label_selection | True | N/A | ['positive', 'neutral', 'negative'] |
128
- | mixed-emotion | Mixed-emotion | multi_label_selection | True | N/A | ['joy', 'anger', 'sadness', 'fear', 'surprise', 'love'] |
129
 
130
 
131
  The **suggestions** are human or machine generated recommendations for each question to assist the annotator during the annotation process, so those are always linked to the existing questions, and named appending "-suggestion" and "-suggestion-metadata" to those, containing the value/s of the suggestion and its metadata, respectively. So on, the possible values are the same as in the table above, but the column name is appended with "-suggestion" and the metadata is appended with "-suggestion-metadata".
@@ -150,20 +102,16 @@ An example of a dataset instance in Argilla looks as follows:
150
  "fields": {
151
  "text": "i didnt feel humiliated"
152
  },
153
- "metadata": {},
 
 
154
  "responses": [
155
  {
156
  "status": "submitted",
157
  "user_id": "e53ee101-1d1c-45e3-8a68-692cd9fc71aa",
158
  "values": {
159
- "mixed-emotion": {
160
- "value": [
161
- "anger",
162
- "sadness"
163
- ]
164
- },
165
- "sentiment": {
166
- "value": "positive"
167
  }
168
  }
169
  }
@@ -178,36 +126,20 @@ While the same record in HuggingFace `datasets` looks as follows:
178
  ```json
179
  {
180
  "external_id": null,
181
- "metadata": "{}",
182
- "mixed-emotion": [
183
- {
184
- "status": "submitted",
185
- "user_id": "e53ee101-1d1c-45e3-8a68-692cd9fc71aa",
186
- "value": [
187
- "anger",
188
- "sadness"
189
- ]
190
- }
191
- ],
192
- "mixed-emotion-suggestion": null,
193
- "mixed-emotion-suggestion-metadata": {
194
- "agent": null,
195
- "score": null,
196
- "type": null
197
- },
198
- "sentiment": [
199
  {
200
  "status": "submitted",
201
  "user_id": "e53ee101-1d1c-45e3-8a68-692cd9fc71aa",
202
- "value": "positive"
203
  }
204
  ],
205
- "sentiment-suggestion": null,
206
- "sentiment-suggestion-metadata": {
207
  "agent": null,
208
  "score": null,
209
  "type": null
210
  },
 
211
  "text": "i didnt feel humiliated"
212
  }
213
  ```
@@ -222,13 +154,11 @@ Among the dataset fields, we differentiate between the following:
222
 
223
  * **Questions:** These are the questions that will be asked to the annotators. They can be of different types, such as `RatingQuestion`, `TextQuestion`, `LabelQuestion`, `MultiLabelQuestion`, and `RankingQuestion`.
224
 
225
- * **sentiment** is of type `label_selection` with the following allowed values ['positive', 'neutral', 'negative'].
226
- * **mixed-emotion** is of type `multi_label_selection` with the following allowed values ['joy', 'anger', 'sadness', 'fear', 'surprise', 'love'].
227
 
228
  * **Suggestions:** As of Argilla 1.13.0, the suggestions have been included to provide the annotators with suggestions to ease or assist during the annotation process. Suggestions are linked to the existing questions, are always optional, and contain not just the suggestion itself, but also the metadata linked to it, if applicable.
229
 
230
- * (optional) **sentiment-suggestion** is of type `label_selection` with the following allowed values ['positive', 'neutral', 'negative'].
231
- * (optional) **mixed-emotion-suggestion** is of type `multi_label_selection` with the following allowed values ['joy', 'anger', 'sadness', 'fear', 'surprise', 'love'].
232
 
233
 
234
 
@@ -261,7 +191,7 @@ The dataset contains a single split, which is `train`.
261
 
262
  #### Annotation guidelines
263
 
264
- Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise.
265
 
266
  #### Annotation process
267
 
 
4
  - rlfh
5
  - argilla
6
  - human-feedback
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7
  ---
8
 
9
  # Dataset Card for emotion-custom
 
77
 
78
  | Question Name | Title | Type | Required | Description | Values/Labels |
79
  | ------------- | ----- | ---- | -------- | ----------- | ------------- |
80
+ | label | Label | label_selection | True | N/A | ['0', '1', '2', '3', '4', '5'] |
 
81
 
82
 
83
  The **suggestions** are human or machine generated recommendations for each question to assist the annotator during the annotation process, so those are always linked to the existing questions, and named appending "-suggestion" and "-suggestion-metadata" to those, containing the value/s of the suggestion and its metadata, respectively. So on, the possible values are the same as in the table above, but the column name is appended with "-suggestion" and the metadata is appended with "-suggestion-metadata".
 
102
  "fields": {
103
  "text": "i didnt feel humiliated"
104
  },
105
+ "metadata": {
106
+ "split": "train"
107
+ },
108
  "responses": [
109
  {
110
  "status": "submitted",
111
  "user_id": "e53ee101-1d1c-45e3-8a68-692cd9fc71aa",
112
  "values": {
113
+ "label": {
114
+ "value": "0"
 
 
 
 
 
 
115
  }
116
  }
117
  }
 
126
  ```json
127
  {
128
  "external_id": null,
129
+ "label": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
130
  {
131
  "status": "submitted",
132
  "user_id": "e53ee101-1d1c-45e3-8a68-692cd9fc71aa",
133
+ "value": "0"
134
  }
135
  ],
136
+ "label-suggestion": null,
137
+ "label-suggestion-metadata": {
138
  "agent": null,
139
  "score": null,
140
  "type": null
141
  },
142
+ "metadata": "{\"split\": \"train\"}",
143
  "text": "i didnt feel humiliated"
144
  }
145
  ```
 
154
 
155
  * **Questions:** These are the questions that will be asked to the annotators. They can be of different types, such as `RatingQuestion`, `TextQuestion`, `LabelQuestion`, `MultiLabelQuestion`, and `RankingQuestion`.
156
 
157
+ * **label** is of type `label_selection` with the following allowed values ['0', '1', '2', '3', '4', '5'].
 
158
 
159
  * **Suggestions:** As of Argilla 1.13.0, the suggestions have been included to provide the annotators with suggestions to ease or assist during the annotation process. Suggestions are linked to the existing questions, are always optional, and contain not just the suggestion itself, but also the metadata linked to it, if applicable.
160
 
161
+ * (optional) **label-suggestion** is of type `label_selection` with the following allowed values ['0', '1', '2', '3', '4', '5'].
 
162
 
163
 
164
 
 
191
 
192
  #### Annotation guidelines
193
 
194
+ Argilla port of [dair-ai/emotion](https://huggingface.co/datasets/dair-ai/emotion).
195
 
196
  #### Annotation process
197