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Datasets:
AiLab-IMCS-UL
/
go_emotions-ru

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
Russian
English
Size:
10K - 100K
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
 Community
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  1. README.md +72 -70
README.md CHANGED
@@ -1,54 +1,56 @@
1
  ---
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  dataset_info:
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- config_name: simplified_ekman
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  features:
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  - name: ru_text
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  dtype: string
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  - name: text
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  dtype: string
9
  - name: labels
10
- sequence:
11
- class_label:
12
- names:
13
- '0': admiration
14
- '1': amusement
15
- '2': anger
16
- '3': annoyance
17
- '4': approval
18
- '5': caring
19
- '6': confusion
20
- '7': curiosity
21
- '8': desire
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- '9': disappointment
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- '10': disapproval
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- '11': disgust
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- '12': embarrassment
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- '13': excitement
27
- '14': fear
28
- '15': gratitude
29
- '16': grief
30
- '17': joy
31
- '18': love
32
- '19': nervousness
33
- '20': optimism
34
- '21': pride
35
- '22': realization
36
- '23': relief
37
- '24': remorse
38
- '25': sadness
39
- '26': surprise
40
- '27': neutral
 
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  - name: labels_ekman
42
- sequence:
43
- class_label:
44
- names:
45
- '0': anger
46
- '1': disgust
47
- '2': fear
48
- '3': joy
49
- '4': sadness
50
- '5': surprise
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- '6': neutral
 
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  - name: id
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  dtype: string
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  splits:
@@ -167,35 +169,35 @@ The derived dataset uses two aligned tagsets:
167
 
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  Mapping from the 27 fine-grained emotions to the 6 basic emotions:
169
 
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- |GoEmotions|Ekman|
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  |---|---|
172
- | admiration | joy|
173
- | amusement | joy|
174
- | anger | anger|
175
- | annoyance | anger|
176
- | approval | joy|
177
- | caring | joy|
178
- | confusion | surprise|
179
- | curiosity | surprise|
180
- | desire | joy|
181
- | disappointment | sadness|
182
- | disapproval | anger|
183
- | disgust | disgust|
184
- | embarrassment | sadness|
185
- | excitement | joy|
186
- | fear | fear|
187
- | gratitude | joy|
188
- | grief | sadness|
189
- | joy | joy|
190
- | love | joy|
191
- | nervousness | fear|
192
- | optimism | joy|
193
- | pride | joy|
194
- | realization | surprise|
195
- | relief | joy|
196
- | remorse | sadness|
197
- | sadness | sadness|
198
- | surprise | surprise|
199
 
200
  ## Acknowledgements
201
 
 
1
  ---
2
  dataset_info:
3
+ - config_name: simplified_ekman
4
  features:
5
  - name: ru_text
6
  dtype: string
7
  - name: text
8
  dtype: string
9
  - name: labels
10
+ dtype:
11
+ list:
12
+ class_label:
13
+ names:
14
+ - admiration
15
+ - amusement
16
+ - anger
17
+ - annoyance
18
+ - approval
19
+ - caring
20
+ - confusion
21
+ - curiosity
22
+ - desire
23
+ - disappointment
24
+ - disapproval
25
+ - disgust
26
+ - embarrassment
27
+ - excitement
28
+ - fear
29
+ - gratitude
30
+ - grief
31
+ - joy
32
+ - love
33
+ - nervousness
34
+ - optimism
35
+ - pride
36
+ - realization
37
+ - relief
38
+ - remorse
39
+ - sadness
40
+ - surprise
41
+ - neutral
42
  - name: labels_ekman
43
+ dtype:
44
+ list:
45
+ class_label:
46
+ names:
47
+ - anger
48
+ - disgust
49
+ - fear
50
+ - joy
51
+ - sadness
52
+ - surprise
53
+ - neutral
54
  - name: id
55
  dtype: string
56
  splits:
 
169
 
170
  Mapping from the 27 fine-grained emotions to the 6 basic emotions:
171
 
172
+ | GoEmotions | Ekman |
173
  |---|---|
174
+ | admiration | joy |
175
+ | amusement | joy |
176
+ | anger | anger |
177
+ | annoyance | anger |
178
+ | approval | joy |
179
+ | caring | joy |
180
+ | confusion | surprise |
181
+ | curiosity | surprise |
182
+ | desire | joy |
183
+ | disappointment | sadness |
184
+ | disapproval | anger |
185
+ | disgust | disgust |
186
+ | embarrassment | sadness |
187
+ | excitement | joy |
188
+ | fear | fear |
189
+ | gratitude | joy |
190
+ | grief | sadness |
191
+ | joy | joy |
192
+ | love | joy |
193
+ | nervousness | fear |
194
+ | optimism | joy |
195
+ | pride | joy |
196
+ | realization | surprise |
197
+ | relief | joy |
198
+ | remorse | sadness |
199
+ | sadness | sadness |
200
+ | surprise | surprise |
201
 
202
  ## Acknowledgements
203